{"690621":{"#nid":"690621","#data":{"type":"event","title":"SCL Lunch and Learn: \u0022Why Do So Many Automation Projects Fail?\u0022","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EThursday, July 2, 2026 | 12-1pm ET on Zoom\u003C\/strong\u003E\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EAutomation in logistics is accelerating\u2014but so is the gap between what\u0027s promised and what\u0027s delivered. Systems get sized based on optimistic assumptions. Hidden dependencies become single points of failure. Technology that shines in the demo struggles under real operating conditions. In this session, leaders from Georgia Tech\u0027s Supply Chain and Logistics Institute join industry practitioners to dig into the root causes of automation underperformance\u2014and the design, evaluation, and implementation practices that build more resilient, effective operations.\u003C\/p\u003E\u003Cp\u003EJoin Georgia Tech\u0027s Supply Chain and Logistics Institute and industry practitioners to dig into the root causes of automation underperformance\u2014and the design, evaluation, and implementation practices that build more resilient, effective operations.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003EFeaturing\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022eaab5030475bd3d98a6616005440908ec\u0022\u003ERuss Meller, Founder \u0026amp; Principal or Distribution Science LLC\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e53cd0f28a3d5cfdc52c13b7aae3dcbce\u0022\u003EMatthew Hobson-Rohrer, Fractional Advisor - Technology and Automation, Hobson-Rohrer Solutions, Inc.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e7e446e07378c337d597ac67e4e57a37d\u0022\u003EJuergen Baumbach, Managing Principal, LAst LLC\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e749fb365dc94e8ca51a8e8827bb65f6b\u0022\u003EChris Gaffney, Managing Director of SCL and Academic Program Director in GTPE and Edenfield Executive-in-Residence\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gatech.zoom.us\/webinar\/register\/7117803347800\/WN_528KNX2LRFWvO3bZXYaYtg\u0022\u003E\u003Cstrong\u003ERegister Online to Attend\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin Georgia Tech\u0027s Supply Chain and Logistics Institute and industry practitioners to dig into the root causes of automation underperformance\u2014and the design, evaluation, and implementation practices that build more resilient, effective operations.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join SCL Managing Director Chris Gaffney and industry practitioners to dig into the root causes of automation underperformance\u2014and the design, evaluation, and implementation practices that build more resilient, effective operations."}],"uid":"27233","created_gmt":"2026-06-03 17:11:48","changed_gmt":"2026-06-03 17:26:41","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-07-02T12:00:00-04:00","event_time_end":"2026-07-02T13:00:00-04:00","event_time_end_last":"2026-07-02T13:00:00-04:00","gmt_time_start":"2026-07-02 16:00:00","gmt_time_end":"2026-07-02 17:00:00","gmt_time_end_last":"2026-07-02 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online via Zoom","extras":[],"hg_media":{"680411":{"id":"680411","type":"image","title":"SCL Lunch and Learn: \u0022Why Do So Many Automation Projects Fail?\u0022","body":null,"created":"1780507455","gmt_created":"2026-06-03 17:24:15","changed":"1780507540","gmt_changed":"2026-06-03 17:25:40","alt":"SCL Lunch and Learn: \u0022Why Do So Many Automation Projects Fail?\u0022","file":{"fid":"264668","name":"20260702_SCL_LNL_simple.png","image_path":"\/sites\/default\/files\/2026\/06\/03\/20260702_SCL_LNL_simple.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/03\/20260702_SCL_LNL_simple.png","mime":"image\/png","size":102844,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/03\/20260702_SCL_LNL_simple.png?itok=SNyDzRsa"}}},"media_ids":["680411"],"related_links":[{"url":"https:\/\/gatech.zoom.us\/webinar\/register\/7117803347800\/WN_528KNX2LRFWvO3bZXYaYtg","title":"Register Online to Attend the Webinar"},{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education","title":"Professional Education at the Georgia Tech Supply Chain and Logistics Institute"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"3615","name":"information session"},{"id":"186857","name":"go-gtmi"},{"id":"122741","name":"physical internet"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003Ecourse@scl.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690421":{"#nid":"690421","#data":{"type":"event","title":"SCL Course: Transforming Supply Chain Management and Performance Analysis (Virtual\/Instructor-led)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course is the first in the four-course Supply Chain Analytics Professional certificate program. It prepares you to apply leading-edge analytical methods and technology enablers across the supply chain. You\u2019ll learn the dynamics of supply chains, the most relevant planning challenges, and the roles of different types of analytics. Next, you\u2019ll learn about data cleansing, exploratory data analysis, and visualization. You\u2019ll use Python and PowerBI to analyze the causes of underperformance and to build dashboards to visualize supply chain data. You will leave knowing how to gather, analyze, and prepare your data through descriptive analytics before you dig into deeper applications.\u003C\/p\u003E\u003Cp\u003EThe online version of the course is comprised of (4) half-day instructor-led LIVE group webinars and pre-work (e.g. installing and testing software on your computer, testing connectivity with LMS and meeting software, etc.) to be completed before the first day of the course.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EExperienced business professionals who perform or want to perform analytics to improve their supply chain management processes. They want to tackle strategic goals and to perform leading edge analytics projects that address the full complexity of supply chains.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EUnderstand the most relevant planning challenges across the strategic, tactical, and operational levels of supply chains\u003C\/li\u003E\u003Cli\u003ELearn the difference between analytics types, the links between them, and how to best use them to improve\u0026nbsp;supply chain management (SCM)\u0026nbsp;processes\u003C\/li\u003E\u003Cli\u003EUse\u0026nbsp;Key Performance Indicators (KPIs)\u0026nbsp;to find causes of underperformance in supply chains and to plan for analytics projects that will address strategic SCM goals\u003C\/li\u003E\u003Cli\u003EUtilize Python and PowerBI to understand, visualize, and analyze data in order to prepare for deeper analytics\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat Is Covered\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EThe role of analytics in SCM\u003C\/li\u003E\u003Cli\u003ETypes of analytics (descriptive, diagnostic, predictive, and prescriptive) and the relationships between them\u003C\/li\u003E\u003Cli\u003EPreprocessing (cleaning and integrating) data as it relates to SCM\u003C\/li\u003E\u003Cli\u003EConducting exploratory data analysis on supply chain data\u003C\/li\u003E\u003Cli\u003EBest practices for visualizing data and building dashboards\u003C\/li\u003E\u003Cli\u003EIdentifying and analyzing KPIs of SCM\u003C\/li\u003E\u003Cli\u003EHands-on practice with these skills using data from the (fictional) Cardboard Company (CBC)\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn the dynamics of supply chains, the most relevant planning challenges, and the roles of different types of analytics. Next, you\u2019ll learn about data cleansing, exploratory data analysis, and visualization. You\u2019ll use Python and PowerBI to analyze the causes of underperformance and to build dashboards to visualize supply chain data. You will leave knowing how to gather, analyze, and prepare your data through descriptive analytics before you dig into deeper applications.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn to apply leading-edge analytical methods and technology enablers across the supply chain"}],"uid":"27233","created_gmt":"2026-05-21 17:48:43","changed_gmt":"2026-05-22 19:52:13","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2027-02-22T13:00:00-05:00","event_time_end":"2027-02-25T17:00:00-05:00","event_time_end_last":"2027-02-25T17:00:00-05:00","gmt_time_start":"2027-02-22 18:00:00","gmt_time_end":"2027-02-25 22:00:00","gmt_time_end_last":"2027-02-25 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual\/Instructor-led","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/scapa","title":"Course webpage within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"7251","name":"analytics"},{"id":"167074","name":"Supply Chain"},{"id":"122741","name":"physical internet"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690426":{"#nid":"690426","#data":{"type":"event","title":"SCL Course: Machine Learning Applications for Supply Chain Planning (Virtual\/Instructor-Lead)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course is the third in the four-course Supply Chain Analytics Professional certificate program. It introduces the field of machine learning, an area where algorithms learn patterns from data to support proactive decision making, as it applies to supply chain management. You\u2019ll use machine learning to conduct predictive analytics as you forecast future demand, develop inventory policies, perform customer segmentation and predictive maintenance. You\u2019ll use Python and PowerBI to create and analyze regression, clustering, and classification models.\u003C\/p\u003E\u003Cp\u003EThe course is comprised of (4) half-day online instructor-led LIVE group webinars and pre-work (e.g. installing and testing software on your computer, testing connectivity with LMS and meeting software, etc.) to be completed\u0026nbsp;before the first day of the course. An optional pre-course webinar is typically held the Thursday\u0026nbsp;before the course start date (July 6).\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EExperienced business professionals who perform or want to perform analytics to improve their supply chain management processes. They want to tackle strategic goals and to perform leading edge analytics projects that address the full complexity of supply chains.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EUnderstand the role of machine learning (ML) in Supply Chain Management (SCM)\u003C\/li\u003E\u003Cli\u003EApply advanced analytics techniques to build planning tools that can leverage large and real-time data sets\u003C\/li\u003E\u003Cli\u003EApply ML in demand forecasting and predictive maintenance\u003C\/li\u003E\u003Cli\u003EUnderstand how to assess ML model performance, improve models, and pick the best model for a decision\u003C\/li\u003E\u003Cli\u003EUse Python and PowerBI to build, analyze, and deploy ML models\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat You Will Learn\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EHow ML relates to SCM\u003C\/li\u003E\u003Cli\u003EML algorithms such as regression trees, clustering techniques, decision trees, random forests, logistic regression\u003C\/li\u003E\u003Cli\u003EAspects of ML projects including parameter tuning, cross validation, and assess model performance\u003C\/li\u003E\u003Cli\u003EApplication of ML in demand forecasting for sales and operations planning (S\u0026amp;OP) and inventory management\u003C\/li\u003E\u003Cli\u003EApplication of ML in predictive maintenance\u003C\/li\u003E\u003Cli\u003EHands-on practice with these skills using data from the (fictional) Cardboard Company (CBC)\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe course will cover regression (trees), advanced time series forecasting, various clustering techniques (such as k-means), decision trees, random forests, neural nets, logistic regression, and Bayes classifiers. Using Power BI and Python, you\u2019ll apply the techniques to sensor data of the fictional Cardboard Company\u2019s paper production to build an anomaly detection model that supports proactive production maintenance planning.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Apply machine learning with Python and Power BI to optimize supply chain forecasting, inventory, and maintenance."}],"uid":"27233","created_gmt":"2026-05-21 18:07:55","changed_gmt":"2026-05-21 18:09:24","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2027-09-13T13:00:00-04:00","event_time_end":"2027-09-16T17:00:00-04:00","event_time_end_last":"2027-09-16T17:00:00-04:00","gmt_time_start":"2027-09-13 17:00:00","gmt_time_end":"2027-09-16 21:00:00","gmt_time_end_last":"2027-09-16 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual\/Instructor-led","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/scaml","title":"Course webpage within the SCL website"}],"groups":[{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"170001","name":"Supply Chain Engineering"},{"id":"194222","name":"Supply chain "},{"id":"9167","name":"machine learning"},{"id":"122741","name":"physical internet"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003Einfo@scl.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690425":{"#nid":"690425","#data":{"type":"event","title":"SCL Course: Generative AI Application for Supply Chain Professionals (Virtual\/Instructor-led)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course provides a deep dive into the ways in which artificial intelligence (AI) optimizes supply chain efficiency. Participants will explore generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization. The course also covers ethical AI use, good and bad use of generative AI (GenAI), and rapidly emerging use cases. By the end, professionals will be skilled in applying AI to enhance supply chain processes and drive success in their organizations.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course targets supply chain managers, data analysts, logistics professionals, procurement specialists, and business leaders aiming to harness GenAI for enhanced supply chain operations. It is ideal for those interested in GenAI-driven efficiency, strategic insights, and navigation of GenAI\u0027s role in transforming supply chain processes.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EEnhance decision-making capabilities through GenAI-driven insights to optimize processes and boost efficiency.\u003C\/li\u003E\u003Cli\u003EAcquire practical skills in prompt engineering and the use of generative AI models.\u003C\/li\u003E\u003Cli\u003EExplore practical use cases that can be reapplied.\u003C\/li\u003E\u003Cli\u003ELearn about good and bad use of GenAI for individuals, teams, and organizations.\u003C\/li\u003E\u003Cli\u003EBecome better equipped to effectively harness GenAI capabilities in supply chain activities and planning.\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat Is Covered\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EFoundational understanding of using GenAI in supply chain management\u003C\/li\u003E\u003Cli\u003EBasics of GenAI\u003C\/li\u003E\u003Cli\u003ECrafting effective AI prompts and their applications in optimizing warehouse layouts\u003C\/li\u003E\u003Cli\u003EPredictive maintenance and supplier selection\u003C\/li\u003E\u003Cli\u003EElimination of redundant tasks through AI\u003C\/li\u003E\u003Cli\u003EEthical considerations, risk assessments, and strategy for AI adoption\u003C\/li\u003E\u003Cli\u003EPractical strategies and real-world examples for implementing AI solutions effectively and making informed decisions\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EParticipants will explore generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Participants will explore generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization."}],"uid":"27233","created_gmt":"2026-05-21 18:04:18","changed_gmt":"2026-05-21 18:05:06","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2027-04-19T20:00:00-04:00","event_time_end":"2027-04-21T16:00:00-04:00","event_time_end_last":"2027-04-21T16:00:00-04:00","gmt_time_start":"2027-04-20 00:00:00","gmt_time_end":"2027-04-21 20:00:00","gmt_time_end_last":"2027-04-21 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual\/Instructor-led","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/gaiascp","title":"Course webpage within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"192390","name":"generative AI"},{"id":"170001","name":"Supply Chain Engineering"},{"id":"167074","name":"Supply Chain"},{"id":"122741","name":"physical internet"},{"id":"186857","name":"go-gtmi"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:course@scl.gatech.edu\u0022\u003Ecourse@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690424":{"#nid":"690424","#data":{"type":"event","title":"SCL Course: Generative AI Application for Supply Chain Professionals (Onsite\/In-Person)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course provides a deep dive into the ways in which artificial intelligence (AI) optimizes supply chain efficiency. Participants will explore generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization. The course also covers ethical AI use, good and bad use of generative AI (GenAI), and rapidly emerging use cases. By the end, professionals will be skilled in applying AI to enhance supply chain processes and drive success in their organizations.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course targets supply chain managers, data analysts, logistics professionals, procurement specialists, and business leaders aiming to harness GenAI for enhanced supply chain operations. It is ideal for those interested in GenAI-driven efficiency, strategic insights, and navigation of GenAI\u0027s role in transforming supply chain processes.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EEnhance decision-making capabilities through GenAI-driven insights to optimize processes and boost efficiency.\u003C\/li\u003E\u003Cli\u003EAcquire practical skills in prompt engineering and the use of generative AI models.\u003C\/li\u003E\u003Cli\u003EExplore practical use cases that can be reapplied.\u003C\/li\u003E\u003Cli\u003ELearn about good and bad use of GenAI for individuals, teams, and organizations.\u003C\/li\u003E\u003Cli\u003EBecome better equipped to effectively harness GenAI capabilities in supply chain activities and planning.\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat Is Covered\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EFoundational understanding of using GenAI in supply chain management\u003C\/li\u003E\u003Cli\u003EBasics of GenAI\u003C\/li\u003E\u003Cli\u003ECrafting effective AI prompts and their applications in optimizing warehouse layouts\u003C\/li\u003E\u003Cli\u003EPredictive maintenance and supplier selection\u003C\/li\u003E\u003Cli\u003EElimination of redundant tasks through AI\u003C\/li\u003E\u003Cli\u003EEthical considerations, risk assessments, and strategy for AI adoption\u003C\/li\u003E\u003Cli\u003EPractical strategies and real-world examples for implementing AI solutions effectively and making informed decisions\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EParticipants will explore generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Participants will explore generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization."}],"uid":"27233","created_gmt":"2026-05-21 18:02:33","changed_gmt":"2026-05-21 18:03:18","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2027-10-18T20:00:00-04:00","event_time_end":"2027-10-20T16:00:00-04:00","event_time_end_last":"2027-10-20T16:00:00-04:00","gmt_time_start":"2027-10-19 00:00:00","gmt_time_end":"2027-10-20 20:00:00","gmt_time_end_last":"2027-10-20 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Georgia Tech Savannah","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/gaiascp","title":"Course webpage within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"192390","name":"generative AI"},{"id":"170001","name":"Supply Chain Engineering"},{"id":"167074","name":"Supply Chain"},{"id":"122741","name":"physical internet"},{"id":"186857","name":"go-gtmi"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690423":{"#nid":"690423","#data":{"type":"event","title":"SCL Course: Supply Chain Optimization and Prescriptive Analytics (Virtual\/Instructor-led)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course is the fourth in the 4-course Supply Chain Analytics Professional certificate program. It incorporates learning advanced analytics and mathematical optimization to find solutions for supply chain problems. You\u2019ll learn how to use linear programming, mixed integer programming, and heuristics to conduct prescriptive analytics related to production processes, distribution networks, and routing. The course serves as a capstone for the program by culminating in a hackathon where you\u2019ll design networks, inventory policies, and scenarios and then evaluate the outcomes via simulations.\u003C\/p\u003E\u003Cp\u003EThe online version of the course is comprised of (4) half-day online instructor-led LIVE group webinars and pre-work (e.g. installing and testing software on your computer, testing connectivity with LMS and meeting software, etc.) to be completed before the first day of the course.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EExperienced business professionals who perform or want to perform analytics to improve their supply chain management processes. They want to tackle strategic goals and to perform leading edge analytics projects that address the full complexity of supply chains.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EUse mathematical optimization to transform Supply Chain Management (SCM) processes.\u003C\/li\u003E\u003Cli\u003EApply LP, MIP, and heuristics to SCM, particularly in production planning, routing, and network design.\u003C\/li\u003E\u003Cli\u003EUtilize PowerBI and Python in optimization projects.\u003C\/li\u003E\u003Cli\u003EParticipate in a hackathon that pulls together everything learned throughout the certificate program.\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat Is Covered\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003ERole of mathematical optimization in addressing complex SCM challenges \u0026nbsp;\u003C\/li\u003E\u003Cli\u003EAppropriate application of linear programming (LP), mixed integer programming (MIP), and heuristics\u003C\/li\u003E\u003Cli\u003EEvaluation of production processes, distribution networks, and routes using optimization\u003C\/li\u003E\u003Cli\u003EAbility to pull together all content of the certificate program into a prescriptive analytics project\u003C\/li\u003E\u003Cli\u003EHands-on practice with these skills using data from the (fictional) Cardboard Company (CBC)\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn advanced analytics and mathematical optimization to find solutions for supply chain problems.\u0026nbsp;The course also serves as a capstone for the Supply Chain Analytics Professional certificate program\u0026nbsp;by culminating in a hackathon where you\u2019ll design networks, inventory policies, and scenarios and then evaluate the outcomes via simulations.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn advanced analytics and mathematical optimization to find solutions for supply chain problems."}],"uid":"27233","created_gmt":"2026-05-21 17:51:08","changed_gmt":"2026-05-21 17:52:02","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2027-11-08T13:00:00-05:00","event_time_end":"2027-11-11T17:00:00-05:00","event_time_end_last":"2027-11-11T17:00:00-05:00","gmt_time_start":"2027-11-08 18:00:00","gmt_time_end":"2027-11-11 22:00:00","gmt_time_end_last":"2027-11-11 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual\/Instructor-led","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/scaoc","title":"Course webpage within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"7251","name":"analytics"},{"id":"167074","name":"Supply Chain"},{"id":"122741","name":"physical internet"},{"id":"186857","name":"go-gtmi"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690422":{"#nid":"690422","#data":{"type":"event","title":"SCL Course: Creating Business Value with Statistical Analysis (Virtual\/Instructor-led)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course is the second in the four-course Supply Chain Analytics Professional certificate program. It emphasizes operational performance metrics to align supply chain management with strategic business goals. You\u2019ll learn several statistics concepts (e.g. variance analysis, hypothesis testing, forecasting methods) along with inventory management models. You\u2019ll use diagnostic analytics with PowerBI and Python to conduct demand and service profiling, undertake root cause analysis, and use time series forecasting in inventory management.\u003C\/p\u003E\u003Cp\u003EThe online version of the course is comprised of (4) half-day online instructor-led LIVE group webinars and pre-work (e.g. installing and testing software on your computer, testing connectivity with LMS and meeting software, etc.) to be completed before the first day of the course.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EExperienced business professionals who perform or want to perform analytics to improve their supply chain management processes. They want to tackle strategic goals and to perform leading edge analytics projects that address the full complexity of supply chains.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EUnderstand why and how to align Supply Chain Management (SCM) strategy with business strategy\u003C\/li\u003E\u003Cli\u003ELearn statistics techniques as they relate to SCM\u003C\/li\u003E\u003Cli\u003EUnderstand inventory management models and how to apply statistics techniques to them\u003C\/li\u003E\u003Cli\u003ECreate time series forecasts based on SCM data\u003C\/li\u003E\u003Cli\u003EUtilize Python and PowerBI to perform statistical analyses, create time series forecasts and visualize results\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat Is Covered\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EThe importance of aligning SCM and business strategy\u003C\/li\u003E\u003Cli\u003EHow to ask the right business questions as they relate to SCM\u003C\/li\u003E\u003Cli\u003EHow to use statistics to identify issues, compare data, and forecast decision outcomes\u003C\/li\u003E\u003Cli\u003EStatistical\u0026nbsp;concepts including variance analysis and hypothesis testing\u003C\/li\u003E\u003Cli\u003EInventory management models\u003C\/li\u003E\u003Cli\u003EApplying statistics to inventory management models\u003C\/li\u003E\u003Cli\u003EForecasting techniques including time series forecasting\u003C\/li\u003E\u003Cli\u003EHands-on practice with these skills using data from the (fictional) Cardboard Company (CBC)\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn statistics concepts (e.g. variance analysis, hypothesis testing, forecasting methods) and inventory management models to improve operational performance metrics and align supply chain management with strategic business goals.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn statistics concepts (e.g. variance analysis, hypothesis testing, forecasting methods) and inventory management models."}],"uid":"27233","created_gmt":"2026-05-21 17:50:11","changed_gmt":"2026-05-21 17:50:49","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2027-04-12T13:00:00-04:00","event_time_end":"2027-04-15T17:00:00-04:00","event_time_end_last":"2027-04-15T17:00:00-04:00","gmt_time_start":"2027-04-12 17:00:00","gmt_time_end":"2027-04-15 21:00:00","gmt_time_end_last":"2027-04-15 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual\/Instructor-led","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/scabv","title":"Course detail within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"7251","name":"analytics"},{"id":"167074","name":"Supply Chain"},{"id":"122741","name":"physical internet"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"682487":{"#nid":"682487","#data":{"type":"event","title":"(CANCELED) SCL Course: Principles of Transportation Management (Virtual\/Instructor-led)","body":[{"value":"\u003Ch3\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course prepares you for the basics of transportation operations and analysis. Throughout the course, you\u2019ll review the key elements of transportation such as modes of transportation, transportation procurement, cost minimization techniques, the role of ports in global logistics, and international trade terms. There will also be discussion around emerging trends in North American transportation markets, emerging techniques, and greenhouse gas emissions reduction.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThis course is designed for Supply Chain Managers, Distribution Managers, Transportation Planners, Transportation Clerks, Transportation Analysts, and Transportation Managers and learners seeking to enter these roles. \u0026nbsp;Supply chain professionals from other domains will also benefit through gaining insights into transportation operations.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EUnderstand the characteristics and best use of specific transportation modes\u003C\/li\u003E\u003Cli\u003EApply transportation cost analysis techniques\u003C\/li\u003E\u003Cli\u003EUnderstand the multimodal role of ports in global trade\u003C\/li\u003E\u003Cli\u003EIdentify and apply best practices in transportation procurement\u003C\/li\u003E\u003Cli\u003EUnderstand how to minimize transportation costs through consolidation techniques\u003C\/li\u003E\u003Cli\u003EUnderstand the role of Incoterms in global trade\u003C\/li\u003E\u003Cli\u003EUnderstand emerging techniques in logistics including techniques to reduce greenhouse gas emissions in logistics\u003C\/li\u003E\u003C\/ul\u003E\u003Ch3\u003E\u003Cstrong\u003EWhat You Will Learn\u003C\/strong\u003E\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003EComparison of characteristics of alternative transportation modes\u003C\/li\u003E\u003Cli\u003EComponents of Port Logistics systems\u003C\/li\u003E\u003Cli\u003EBest practices in transportation procurement\u003C\/li\u003E\u003Cli\u003EApplication of practical transportation cost analysis techniques\u003C\/li\u003E\u003Cli\u003EINCOTERMS purpose, types, and use\u003C\/li\u003E\u003Cli\u003EGreenhouse gas emission generation in logistics and mitigation strategies\u003C\/li\u003E\u003Cli\u003ENew business models in logistics enabled by emerging technologies\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis course prepares you for the basics of transportation operations and analysis. Throughout the course, you\u2019ll review the key elements of transportation such as modes of transportation, transportation procurement, cost minimization techniques, the role of ports in global logistics, and international trade terms. There will also be discussion around emerging trends in North American transportation markets, emerging techniques, and greenhouse gas emissions reduction.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Gain a systemic understanding of modern supply chain engineering and management, including core concepts, evolving trends, and practical application through a VR experience."}],"uid":"27233","created_gmt":"2025-05-21 13:06:34","changed_gmt":"2026-05-21 12:55:30","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-01T08:00:00-04:00","event_time_end":"2026-06-03T17:00:00-04:00","event_time_end_last":"2026-06-03T17:00:00-04:00","gmt_time_start":"2026-06-01 12:00:00","gmt_time_end":"2026-06-03 21:00:00","gmt_time_end_last":"2026-06-03 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual\/Instructor-led","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education\/course\/ptm","title":"Course webpage within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"170001","name":"Supply Chain Engineering"},{"id":"167074","name":"Supply Chain"},{"id":"194308","name":"Transportation "},{"id":"122741","name":"physical internet"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003Einfo@scl.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689786":{"#nid":"689786","#data":{"type":"event","title":"CHHS Webinar Series: \u0022Infectious Disease Forecasting with Digital Data Streams: Comparing AI Transformers with Classical Statistical Methods\u0022","body":[{"value":"\u003Cp\u003EAccurate and timely forecasting of infectious diseases is critical for public health decision-making. Over the past decade, digital data streams such as internet search queries, electronic health records, and pharmacy sales data have emerged as powerful supplements to traditional surveillance systems.\u003C\/p\u003E\u003Cp\u003EThis seminar presents a synthesis of research focused on leveraging these data sources for infectious disease prediction, spanning from classical statistical approaches to modern AI architectures.\u003C\/p\u003E\u003Ch3\u003EKey Areas of Discussion:\u003C\/h3\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EStatistical Methodologies:\u003C\/strong\u003E The presentation covers a family of models that combine autoregressive time series structure with penalized regression on Google search data. This includes extensions to spatial-temporal modeling, multi-disease settings, and COVID-19 adaptation.\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003EAI Architectures:\u003C\/strong\u003E Recent work on attention-based transformer architectures for time series forecasting will be discussed, highlighting methods for multivariate dependency modeling, in-context learning, and efficient linear attention.\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003EPractical Application:\u003C\/strong\u003E Drawing from ongoing participation in the CDC FluSight forecasting initiative, the session compares the strengths and limitations of both paradigms and shares practical lessons learned from real-time deployment.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThe talk aims to offer perspective on when and how statistical rigor and deep learning flexibility each contribute to reliable disease forecasting.\u003C\/p\u003E\u003Ch3\u003EAbout the Speaker\u003C\/h3\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/shihao-yang\u0022\u003E\u003Cstrong\u003EDr. Shihao Yang\u003C\/strong\u003E\u003C\/a\u003E is a Harold E. Smalley Early Career Professor and Assistant Professor in the School of Industrial and Systems Engineering at Georgia Tech. He completed his PhD in statistics and post-doc in Biomedical Informatics at Harvard University. Dr. Yang\u2019s research focuses on data science, with special interest in time series, dynamical systems, and applications in infectious disease transmission forecasting.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gatech.zoom.us\/webinar\/register\/WN_rGkOsJm9QLq2T4KXVZ1Mcw#\/registration\u0022\u003ETo attend, please register online via Zoom\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMove beyond slow, traditional reporting and explore how modern AI uses everyday data, like internet queries and sales records, to forecast outbreaks in real-time. We will trace the evolution of disease tracking as it shifts from \u0022old school\u0022 statistics to the cutting-edge AI architectures currently protecting our communities. Join us to see how these high-tech tools empower public health leaders to make faster, smarter decisions when every second counts.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Move beyond slow, traditional reporting and explore how modern AI uses everyday data, like internet queries and sales records, to forecast outbreaks in real-time."}],"uid":"27233","created_gmt":"2026-04-16 12:25:40","changed_gmt":"2026-04-29 11:41:02","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T10:00:00-04:00","event_time_end":"2026-05-04T11:00:00-04:00","event_time_end_last":"2026-05-04T11:00:00-04:00","gmt_time_start":"2026-05-04 14:00:00","gmt_time_end":"2026-05-04 15:00:00","gmt_time_end_last":"2026-05-04 15:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"hg_media":{"680089":{"id":"680089","type":"image","title":"Infectious Disease Forecasting Webinar","body":null,"created":"1777462804","gmt_created":"2026-04-29 11:40:04","changed":"1777462804","gmt_changed":"2026-04-29 11:40:04","alt":"CHHS Webinar Series: \u0022Infectious Disease Forecasting with Digital Data Streams: Comparing AI Transformers with Classical Statistical Methods\u0022","file":{"fid":"264328","name":"20260504_CHHS_webinar_v2.jpg","image_path":"\/sites\/default\/files\/2026\/04\/29\/20260504_CHHS_webinar_v2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/29\/20260504_CHHS_webinar_v2.jpg","mime":"image\/jpeg","size":144751,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/29\/20260504_CHHS_webinar_v2.jpg?itok=PMmXEhB9"}}},"media_ids":["680089"],"related_files":{"264196":{"fid":"264196","name":"CHHS Webinar Series flyer: \u0022Infectious Disease Forecasting with Digital Data Streams: Comparing AI Transformers with Classical Statistical Methods\u0022","file_path":"\/sites\/default\/files\/documents\/2026-04\/GTCHHS-WebinarSeries_ShihaoYang_20260504.pdf","file_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/documents\/2026-04\/GTCHHS-WebinarSeries_ShihaoYang_20260504.pdf","mime":"application\/pdf","description":""}},"related_links":[{"url":"https:\/\/gatech.zoom.us\/webinar\/register\/WN_rGkOsJm9QLq2T4KXVZ1Mcw","title":"To attend, please register online via Zoom"},{"url":"https:\/\/chhs.gatech.edu\/sites\/default\/files\/downloads\/GTCHHS-WebinarSeries_ShihaoYang_20260504.pdf","title":"Download the seminar flyer"}],"groups":[{"id":"1250","name":"Center for Health and Humanitarian Systems (CHHS)"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194684","name":"Free"},{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"61731":{"#nid":"61731","#data":{"type":"event","title":"Faculty Candidate Seminar: Regularization and Variable Selection via the Elastic Net","body":[{"value":"\u003Cp\u003ERegularization and Variable Selection via the Elastic Net\u003C\/p\u003E\u003Cp\u003EHui Zou\u003Cbr\u003EDepartment of Statistics\u003Cbr\u003EStanford University\u003C\/p\u003E\u003Cp\u003EIn the practice of statistical modeling, it is often desirable to have an accurate predictive model with a sparse representation. The lasso is a promising model building technique, performing continuous shrinkage and variable selection simultaneously. Although the lasso has shown success in many situations, it may produce unsatisfactory results in some scenarios: (1) the number of predictors (greatly) exceeds the number of observations; (2) the predictors are highly correlated and form\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"Faculty Candidate Seminar: Regularization and Variable Selection via the Elastic Net","format":"limited_html"}],"field_summary_sentence":[{"value":"Faculty Candidate Seminar: Regularization and Variable Selection via the Elastic Net"}],"uid":"27279","created_gmt":"2010-10-08 11:38:59","changed_gmt":"2026-04-24 19:42:44","author":"Barbara Christopher","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2005-01-01T00:00:00-05:00","event_time_end":"2005-01-01T23:59:59-05:00","event_time_end_last":"2005-01-01T23:59:59-05:00","gmt_time_start":"2005-01-01 05:00:00","gmt_time_end":"2005-01-02 04:59:59","gmt_time_end_last":"2005-01-02 04:59:59","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EBarbara Christopher\u003C\/strong\u003E\u003Cbr\u003EIndustrial and Systems Engineering\u003Cbr\u003E\u003Ca href=\u0022http:\/\/www.gatech.edu\/contact\/index.html?id=bt3\u0022\u003EContact Barbara Christopher\u003C\/a\u003E\u003Cbr\u003E\u003Cstrong\u003E404.385.3102\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689935":{"#nid":"689935","#data":{"type":"event","title":"Generative AI Application for Supply Chain Professionals Workshop","body":[{"value":"\u003Cp\u003EJoin the \u003Ca href=\u0022https:\/\/gamep.org\/\u0022\u003EGeorgia Manufacturing Extension Partnership\u003C\/a\u003E (GaMEP) at Georgia Tech, \u003Ca href=\u0022https:\/\/georgiaaim.org\/\u0022\u003EGeorgia AIM\u003C\/a\u003E, and the \u003Ca href=\u0022https:\/\/www.scl.gatech.edu\u0022\u003EGeorgia Tech Supply Chain and Logistics Institute\u003C\/a\u003E for a workshop showcasing how artificial intelligence (AI) can optimize supply chain efficiency.\u003C\/p\u003E\u003Cp\u003EParticipants will be introduced to generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization. The workshop will also cover ethical AI use, good and bad uses of generative AI (GenAI), and rapidly emerging use cases. By the end of the session, participants will have a better understanding of how to begin applying AI to enhance supply chain processes and drive success within their organizations.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EEvent includes networking, presentation, light bites, beverages, and Q\u0026amp;A.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EFeaturing \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/james-gaffney\u0022\u003EChris Gaffney\u003C\/a\u003E, Managing Director of the Supply Chain and Logistics Institute (SCL), Academic Program Director for Georgia Tech Professional Education, and Edenfield Executive-in-Residence and a Professor of the Practice in the \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.eventbrite.com\/e\/generative-ai-application-for-supply-chain-professionals-tickets-1987832219680?aff=oddtdtcreator\u0026amp;amp;keep_tld=true#location\u0022\u003ERegister via Eventbrite to attend the event\u003C\/a\u003E taking place at the Georgia Tech Atrium (147 Technology Parkway Northwest, Peachtree Corners, GA 30092), the first-of-its-kind professional, academic, and research innovation space within Curiosity Lab\u2019s state-of-the-art Innovation Center.\u003C\/p\u003E\u003Cp\u003E\u003Ca target=\u0022_blank\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin the Georgia Manufacturing Extension Partnership (GaMEP) at Georgia Tech, Georgia AIM, and the Georgia Tech Supply Chain and Logistics Institute for a workshop showcasing how artificial intelligence (AI) can optimize supply chain efficiency.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join the Georgia Manufacturing Extension Partnership (GaMEP) at Georgia Tech, Georgia AIM, and the Georgia Tech Supply Chain and Logistics Institute for a workshop showcasing how artificial intelligence (AI) can optimize supply chain efficiency."}],"uid":"27233","created_gmt":"2026-04-21 18:04:39","changed_gmt":"2026-04-21 19:04:37","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-21T09:00:00-04:00","event_time_end":"2026-05-21T11:00:00-04:00","event_time_end_last":"2026-05-21T11:00:00-04:00","gmt_time_start":"2026-05-21 13:00:00","gmt_time_end":"2026-05-21 15:00:00","gmt_time_end_last":"2026-05-21 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Peachtree Corners, GA","extras":[],"hg_media":{"680016":{"id":"680016","type":"image","title":"Generative AI Application for Supply Chain Professionals Workshop","body":null,"created":"1776794588","gmt_created":"2026-04-21 18:03:08","changed":"1776794637","gmt_changed":"2026-04-21 18:03:57","alt":"Generative AI Application for Supply Chain Professionals Workshop May 21, 2026 at Peachtree Corners, GA from 9-11am ET","file":{"fid":"264249","name":"GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png","image_path":"\/sites\/default\/files\/2026\/04\/21\/GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/21\/GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png","mime":"image\/png","size":501535,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/21\/GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png?itok=GNZ-Mwcw"}}},"media_ids":["680016"],"related_links":[{"url":"https:\/\/www.eventbrite.com\/e\/generative-ai-application-for-supply-chain-professionals-tickets-1987832219680?aff=oddtdtcreator\u0026keep_tld=true#location","title":"Register via Eventbrite"},{"url":"https:\/\/gamep.org\/event\/generative-ai-application-for-supply-chain-professionals\/","title":"Event Listing at Georgia Manufacturing Extension Partnership website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"192390","name":"generative AI"},{"id":"186857","name":"go-gtmi"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194682","name":"Workshop"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689906":{"#nid":"689906","#data":{"type":"event","title":"SCL Lunch and Learn: \u0022Ahead of the Curve: Turning Analysis Into Executable Decisions\u0022","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EThursday, June 4, 2026 | 12-1pm ET on Zoom\u003C\/strong\u003E\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EMost organizations are investing in analytics, optimization, and AI, yet the hardest part still shows up in the same place: turning output into a decision that survives cross-functional scrutiny and actually gets executed. In this Lunch and Learn, we will unpack the most common failure points we see in mid- and long-term supply chain infrastructure decisions\u2014problem framing, assumption blind spots, business case gaps, and weak decision storytelling\u2014and provide a clear view of how a decision engineering approach closes that gap. You will leave with a sharper sense of what is holding your decisions back, what \u201cgood\u201d looks like, and whether your team has the skills and structure to operate ahead of the curve. We will also share how the Georgia Tech Supply Chain and Logistics Institute\u2019s 3-day practitioner program is designed to build these capabilities through hands-on work and a real-world case.\u003C\/p\u003E\u003Cp\u003EFeaturing Chris Gaffney, Managing Director of SCL and Academic Program Director in GTPE and Edenfield Executive-in-Residence. He was most recently VP of Global Strategic Supply Chain at The Coca-Cola Company. During his 25-year tenure with Coca-Cola, Chris held multiple leadership roles including President of Coca-Cola Supply, SVP Product Supply System Strategy, VP of System Transformation, and VP of Logistics for North America. Chris also served as President of the National Product Supply Group; a governing body responsible for 95% of volume produced in North America. Following his retirement from Coca-Cola in 2020, he assumed the role of Principal at ECG and partner at EDGE Supply Chain, providing advice and consulting in the Supply Chain space. Gaffney has extensive experience in Consumer Products Supply Chain, Supply Chain Strategy \u0026amp; Transformation, Footprint Design \u0026amp; Network Optimization, Supply Chain Operating Model and Capability Building and Logistics and Supply Chain Planning.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gatech.zoom.us\/webinar\/register\/2717757589843\/WN_EoKldUi8Q1-d6iy3a0ud-g\u0022\u003E\u003Cstrong\u003ERegister Online to Attend\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin SCL Managing Director Chris Gaffney to learn how to transform data output into executable supply chain decisions that drive results. This session will unpack the common failure points in infrastructure planning and introduce a decision engineering approach to help your team move from analysis to action with confidence.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join SCL Managing Director Chris Gaffney to discuss how to bridge the gap between complex analytics and the real-world execution of supply chain decisions."}],"uid":"27233","created_gmt":"2026-04-20 18:43:46","changed_gmt":"2026-04-20 20:21:58","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-04T12:00:00-04:00","event_time_end":"2026-06-04T13:00:00-04:00","event_time_end_last":"2026-06-04T13:00:00-04:00","gmt_time_start":"2026-06-04 16:00:00","gmt_time_end":"2026-06-04 17:00:00","gmt_time_end_last":"2026-06-04 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online via Zoom","extras":[],"hg_media":{"680003":{"id":"680003","type":"image","title":"Ahead of the Curve: Turning Analysis Into Executable Decisions","body":null,"created":"1776713508","gmt_created":"2026-04-20 19:31:48","changed":"1776713508","gmt_changed":"2026-04-20 19:31:48","alt":"Banner for June 4th 12-1pm ET \u0022Ahead of the Curve: Turning Analysis Into Executable Decisions\u0022 seminar","file":{"fid":"264236","name":"1.png","image_path":"\/sites\/default\/files\/2026\/04\/20\/1.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/20\/1.png","mime":"image\/png","size":110759,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/20\/1.png?itok=sdz1dt2w"}}},"media_ids":["680003"],"related_links":[{"url":"https:\/\/gatech.zoom.us\/webinar\/register\/2717757589843\/WN_EoKldUi8Q1-d6iy3a0ud-g","title":"Register Online to Attend the Webinar"},{"url":"https:\/\/www.scl.gatech.edu\/education\/professional-education","title":"Professional Education at the Georgia Tech Supply Chain and Logistics Institute"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"3615","name":"information session"},{"id":"186857","name":"go-gtmi"},{"id":"122741","name":"physical internet"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003Ecourse@scl.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"682532":{"#nid":"682532","#data":{"type":"event","title":"(CANCELED) SCL Course: Lean Warehousing (Onsite\/In-Person)","body":[{"value":"\u003Ch4\u003E\u003Cstrong\u003ECourse Description\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThis course will demonstrate how warehouse operations are a key enabler to a successful supply chain implementation and the starting point for a transformation. It is critical to manage safety, quality and efficiency. Learn to leverage the lean supply chain modifications to improve customer responsiveness and reduce operating costs and in doing so contributing to a supply chain that creates a competitive advantage for a company. To accomplish this goal, we must bring lean principles into the warehouse and distribution center.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWho Should Attend\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESupply chain professionals, logistics professionals, material managers, production control managers, transportation managers, warehousing managers and purchasing managers\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EHow You Will Benefit\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003E\u003Cstrong\u003EUpon completion of this course, you will be able to:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EIsolate the key elements of lean thinking to be used in the warehouse\u003C\/li\u003E\u003Cli\u003EValue stream map warehouse operations\u003C\/li\u003E\u003Cli\u003EUtilize lean tools to reduce waste in the warehouse\u003C\/li\u003E\u003Cli\u003ECreate a warehouse operation based on visual management and real time problem solving\u003C\/li\u003E\u003Cli\u003EReduce inventories in warehouse operations\u003C\/li\u003E\u003Cli\u003ECreate collaboration between warehousing and other functional areas\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003EBenefits:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EReduce inventories in the warehouse\u003C\/li\u003E\u003Cli\u003EReduce warehousing costs by as much as 25%\u003C\/li\u003E\u003Cli\u003EImplement lean in the warehouse\u003C\/li\u003E\u003Cli\u003ECreate logistics collaboration between warehousing and other functional areas\u003C\/li\u003E\u003C\/ul\u003E\u003Ch4\u003E\u003Cstrong\u003EWhat is Covered\u003C\/strong\u003E\u003C\/h4\u003E\u003Cul\u003E\u003Cli\u003ELean Warehouse Overview\u003C\/li\u003E\u003Cli\u003ESupply Chain Implementation Framework\u003C\/li\u003E\u003Cli\u003ELean Storage Planning Approach\u003C\/li\u003E\u003Cli\u003EApplication of a Lean Storage Location Sizing Method\u003C\/li\u003E\u003Cli\u003EJIT Implementation Approach\u003C\/li\u003E\u003Cli\u003EHow To Develop Standard Work Batches\u003C\/li\u003E\u003Cli\u003EGeneration of an Operational Diagram\u003C\/li\u003E\u003Cli\u003ECreation of a Daily Operational Work Load Plan\u003C\/li\u003E\u003Cli\u003EDevelopment of a Progress Control Board\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis course will demonstrate how warehouse operations are a key enabler to a successful supply chain implementation and the starting point for a transformation. It is critical to manage safety, quality and efficiency. Learn to leverage the lean supply chain modifications to improve customer responsiveness and reduce operating costs and in doing so contributing to a supply chain that creates a competitive advantage for a company. To accomplish this goal, we must bring lean principles into the warehouse and distribution center.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn how warehouse operations are a key enabler to a successful supply chain implementation and the starting point for a transformation."}],"uid":"27233","created_gmt":"2025-05-23 21:14:12","changed_gmt":"2026-04-20 12:33:16","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T09:00:00-04:00","event_time_end":"2026-05-07T17:00:00-04:00","event_time_end_last":"2026-05-07T17:00:00-04:00","gmt_time_start":"2026-05-05 13:00:00","gmt_time_end":"2026-05-07 21:00:00","gmt_time_end_last":"2026-05-07 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Onsite\/In-Person","extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/leanwh","title":"Course webpage within the SCL website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"1676","name":"lean"},{"id":"6140","name":"warehousing"},{"id":"167074","name":"Supply Chain"},{"id":"122741","name":"physical internet"},{"id":"186857","name":"go-gtmi"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"633675":{"#nid":"633675","#data":{"type":"event","title":"(CANCELED) SCL Course: Engineering the Warehouse","body":[{"value":"\u003Ch4\u003ECOURSE DESCRIPTION\u003C\/h4\u003E\u003Cp\u003EThe requirement for high levels of customer service, increasing numbers of SKUs and high labor costs have dramatically increased the complexity of warehouse operations. It is no longer sufficient to manage a warehouse based on a simple, arbitrary \u201cABC\u201d classification of SKUs, which treats all those in a category as if they were identical. Instead, each decision \u2013 such as where to store or where to pick product \u2013 must be based on careful engineering and economic analysis. Each SKU must identify its own cheapest, fastest path through the warehouse to the customer and then compete with all the other SKUs for the necessary resources. This results in warehouse operations that are finely tuned to patterns of customer orders and maximally efficient. Learn the concepts necessary to address modern warehouse trade-offs between space and time in optimizing and managing your warehouse.\u003C\/p\u003E\u003Cp\u003EEssential learning for those who are seeking cost reductions through better handling methods. Also valuable for those who must replace, upgrade, or add material handling equipment.\u0026nbsp;The two-day course will include case examples and a guided exercise to ensure mastery of the techniques presented.\u003C\/p\u003E\u003Ch4\u003EWHO SHOULD ATTEND\u003C\/h4\u003E\u003Cp\u003ESupply chain and logistics consultants, supply chain engineers and analysts, facility engineers, and warehouse supervisors and team leaders\u003C\/p\u003E\u003Ch4\u003EHOW YOU WILL BENEFIT\u003C\/h4\u003E\u003Cp\u003E\u003Cstrong\u003EUpon completion of this course, you will be able to:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EExchange space for time (or vice versa) to better meet business objectives\u003C\/li\u003E\u003Cli\u003EUnderstand when to use dedicated storage and when to use shared storage\u003C\/li\u003E\u003Cli\u003EIdentify the most convenient locations in a warehouse based on an economic model\u003C\/li\u003E\u003Cli\u003EIdentify patterns in customer orders and exploit these to speed fulfillment\u003C\/li\u003E\u003Cli\u003EEvaluate warehouse performance\u003C\/li\u003E\u003Cli\u003EOptimally size and stock a forward pick area\u003C\/li\u003E\u003Cli\u003EUnderstand the best practices in order-picking\u003C\/li\u003E\u003Cli\u003EUnderstand how to think about automation\u003C\/li\u003E\u003Cli\u003EEvaluate and choose a Warehouse Management System and survive the installation\u003C\/li\u003E\u003C\/ul\u003E\u003Ch4\u003EWHAT IS COVERED\u003C\/h4\u003E\u003Cul\u003E\u003Cli\u003EManagement of warehouse fundamentals: Space and time (labor hours)\u003C\/li\u003E\u003Cli\u003EStorage policies: Dedicated and shared and their use\u003C\/li\u003E\u003Cli\u003EWarehouse analytics: How to discover opportunities for improvement through data-mining\u003C\/li\u003E\u003Cli\u003EPallet operations and layout\u003C\/li\u003E\u003Cli\u003EHow to size and stock a forward area for split-pallet picks\u003C\/li\u003E\u003Cli\u003EHow to size and stock a forward area for split-case picks\u003C\/li\u003E\u003Cli\u003EOrder-picking in high-volume and in low-volume environments\u003C\/li\u003E\u003Cli\u003EBenchmarking warehouse performance\u003C\/li\u003E\u003Cli\u003EMaintaining inventory accuracy\u003C\/li\u003E\u003Cli\u003EWarehouse management systems\u003C\/li\u003E\u003Cli\u003EIssues and trends in automation\u003C\/li\u003E\u003C\/ul\u003E\u003Ch4\u003ECOURSE MATERIALS\u003C\/h4\u003E\u003Cp\u003EParticipants receive a course notebook.\u003C\/p\u003E\u003Ch4\u003ECOURSE PREREQUISITES\u003C\/h4\u003E\u003Cp\u003ENone.\u003C\/p\u003E\u003Ch4\u003ECERTIFICATE INFORMATION\u003C\/h4\u003E\u003Cp\u003EThis course is part of the \u003Ca href=\u0022https:\/\/www.scl.gatech.edu\/education\/professional-education\/courses#SCM\u0022\u003ESupply Chain Management (SCM) Certificate\u003C\/a\u003E.\u003C\/p\u003E\u003Ch4\u003EPROGRAM TIMES\u003C\/h4\u003E\u003Cp\u003EOn the first day, please check in at least 30 minutes before the class start time.\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EFirst Day - 8:30am\u0026nbsp;to\u0026nbsp;5:00pm\u003C\/li\u003E\u003Cli\u003ESecond Day -\u0026nbsp;8:30am\u0026nbsp;to\u0026nbsp;5:00pm\u003C\/li\u003E\u003Cli\u003EThird Day -\u0026nbsp;8:30am\u0026nbsp;to\u0026nbsp;4:00pm\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe requirement for high levels of customer service, increasing numbers of SKUs and high labor costs have dramatically increased the complexity of warehouse operations. It is no longer sufficient to manage a warehouse based on a simple, arbitrary \u0026ldquo;ABC\u0026rdquo; classification of SKUs, which treats all those in a category as if they were identical. Instead, each decision \u0026ndash; such as where to store or where to pick product \u0026ndash; must be based on careful engineering and economic analysis.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn the concepts necessary to address modern warehouse trade-offs between space and time in optimizing and managing your warehouse."}],"uid":"27233","created_gmt":"2020-03-19 13:23:53","changed_gmt":"2026-04-20 12:32:39","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2020-11-03T08:00:00-05:00","event_time_end":"2020-11-05T17:00:00-05:00","event_time_end_last":"2020-11-05T17:00:00-05:00","gmt_time_start":"2020-11-03 13:00:00","gmt_time_end":"2020-11-05 22:00:00","gmt_time_end_last":"2020-11-05 22:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/engwh","title":"Course webpage within the SCL website"},{"url":"http:\/\/www.pe.gatech.edu\/courses\/engineering-warehouse","title":"Course registration page"},{"url":"https:\/\/www.scl.gatech.edu\/sites\/default\/files\/downloads\/gtscl-engwhbrochure.pdf","title":"Course Flyer"}],"groups":[{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"3843","name":"distribution"},{"id":"168044","name":"sourcing"},{"id":"168","name":"Transportation"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"627297":{"#nid":"627297","#data":{"type":"event","title":"(CANCELED) SCL Course: Principles of Transportation Management","body":[{"value":"\u003Ch4\u003E\u003Cstrong\u003ECOURSE DESCRIPTION\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThis course prepares students in the basics of transportation operations and analysis. \u0026nbsp;The course includes review of the key elements of transportation such as: modes of transportation, transportation procurement, cost minimization techniques, the role of ports in global logistics, and international trade terms. \u0026nbsp;The course also will discuss emerging trends in North American transportation markets, emerging techniques, and greenhouse gas emissions reduction.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EWHO SHOULD ATTEND\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThis course is designed for Supply Chain Managers, Distribution Managers, Transportation Planners, Transportation Clerks, Transportation Analysts, and Transportation Managers and learners seeking to enter these roles. \u0026nbsp;Supply chain professionals from other domains will also benefit through gaining insights into transportation operations.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EHOW YOU WILL BENEFIT\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003E\u003Cstrong\u003EUpon completion of this course, you will be able to:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EUnderstand the characteristics and best use of specific transportation modes\u003C\/li\u003E\u003Cli\u003EApply transportation cost analysis techniques\u003C\/li\u003E\u003Cli\u003EUnderstand the multimodal role of ports in global trade\u003C\/li\u003E\u003Cli\u003EIdentify and apply best practices in transportation procurement\u003C\/li\u003E\u003Cli\u003EUnderstand how to minimize transportation costs through consolidation techniques\u003C\/li\u003E\u003Cli\u003EUnderstand the role of Incoterms in global trade\u003C\/li\u003E\u003Cli\u003EUnderstand emerging techniques in logistics including techniques to reduce greenhouse gas emissions in logistics\u003C\/li\u003E\u003C\/ul\u003E\u003Ch4\u003E\u003Cstrong\u003EWHAT IS COVERED\u003C\/strong\u003E\u003C\/h4\u003E\u003Cul\u003E\u003Cli\u003EComparison of characteristics of alternative transportation modes\u003C\/li\u003E\u003Cli\u003EComponents of Port Logistics systems\u003C\/li\u003E\u003Cli\u003EBest practices in transportation procurement\u003C\/li\u003E\u003Cli\u003EApplication of practical transportation cost analysis techniques\u003C\/li\u003E\u003Cli\u003EINCOTERMS purpose, types, and use\u003C\/li\u003E\u003Cli\u003EGreenhouse gas emission generation in logistics and mitigation strategies\u003C\/li\u003E\u003Cli\u003ENew business models in logistics enabled by emerging technologies\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis course prepares students in the basics of transportation operations and analysis. \u0026nbsp;The course includes review of the key elements of transportation such as: modes of transportation, transportation procurement, cost minimization techniques, the role of ports in global logistics, and international trade terms. \u0026nbsp;The course also will discuss emerging trends in North American transportation markets, emerging techniques, and greenhouse gas emissions reduction.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"This course prepares students in the basics of transportation operations and analysis."}],"uid":"27233","created_gmt":"2019-10-08 13:57:10","changed_gmt":"2026-04-20 12:32:11","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2020-11-03T08:00:00-05:00","event_time_end":"2020-11-05T17:00:00-05:00","event_time_end_last":"2020-11-05T17:00:00-05:00","gmt_time_start":"2020-11-03 13:00:00","gmt_time_end":"2020-11-05 22:00:00","gmt_time_end_last":"2020-11-05 22:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"related_links":[{"url":"https:\/\/www.scl.gatech.edu\/ptm","title":"Course webpage within the SCL website"},{"url":"https:\/\/pe.gatech.edu\/courses\/principles-transportation-management","title":"Course registration page"},{"url":"https:\/\/www.scl.gatech.edu\/outreach\/savannah","title":"SCL in Savannah"}],"groups":[{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"3843","name":"distribution"},{"id":"168044","name":"sourcing"},{"id":"168","name":"Transportation"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:info@scl.gatech.edu\u0022\u003Einfo@scl.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689583":{"#nid":"689583","#data":{"type":"event","title":"ISyE Seminar_Dr. Michael Garland - Building Tools For Tensor Programming.","body":[{"value":"\u003Cul\u003E\u003Cli\u003E\u003Ch3\u003ETitle:\u003C\/h3\u003E\u003Ch3\u003E\u003Cbr\u003E\u0026nbsp;Building Tools For Tensor Programming\u003C\/h3\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/li\u003E\u003Cli\u003E\u003Ch3\u003EAbstract:\u003C\/h3\u003E\u003Cp\u003EMany of today\u0027s most important applications rely on high-performance manipulation of matrices, tensors, and general arrays of data. \u0026nbsp;The neural networks at the heart of AI language models are a prime example. \u0026nbsp;The AI software stack relies on kernels (e.g., for matrix-matrix product) that are specifically designed to deliver throughput close to the hardware\u0027s theoretical peak. \u0026nbsp;However, writing kernels that can deliver maximum performance is extremely challenging. \u0026nbsp;In this talk, I will discuss some of the work we have done to simplify the task of authoring such kernels. \u0026nbsp;This includes new abstractions to allow for algebraic manipulation of array layouts and new programming models for more easily expressing the kernels themselves.\u003C\/p\u003E\u003C\/li\u003E\u003Cli\u003E\u003Ch3\u003EBio:\u003C\/h3\u003E\u003Cp\u003EMichael Garland has been a researcher at NVIDIA since 2006. \u0026nbsp;He joined the company as one of the founding members of NVIDIA Research and is currently Senior Director of Programming Systems Research. \u0026nbsp;He leads a research group focused on developing technologies that will help programmers take advantage of modern high-performance machines. \u0026nbsp;Their work spans the software stack with a particular focus on parallel algorithms, programming languages, compilers and runtime systems, and low-level hardware\/software interfaces. \u0026nbsp;He and his team have both published numerous academic articles and contributed to many software packages in broad use by CUDA developers.\u003C\/p\u003E\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis talk highlights the critical role of high-performance kernels in enabling efficient matrix and tensor computations for modern AI applications, including language models. It discusses the challenges of achieving near-peak hardware performance and introduces new abstractions and programming models designed to simplify kernel development, particularly through more flexible array layout manipulation and clearer ways to express complex computations.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Dr. Michael Garland  - A talk on new abstractions and programming models that make it easier to write high-performance kernels for matrix and tensor computations in modern AI systems."}],"uid":"36458","created_gmt":"2026-04-09 12:46:52","changed_gmt":"2026-04-17 14:20:32","author":"mellis74","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-24T11:00:00-04:00","event_time_end":"2026-04-24T12:00:00-04:00","event_time_end_last":"2026-04-24T12:00:00-04:00","gmt_time_start":"2026-04-24 15:00:00","gmt_time_end":"2026-04-24 16:00:00","gmt_time_end_last":"2026-04-24 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Groseclose Executive Boardroom GC402","extras":["free_food"],"hg_media":{"679900":{"id":"679900","type":"image","title":"Michael Garland","body":null,"created":"1775739349","gmt_created":"2026-04-09 12:55:49","changed":"1775739349","gmt_changed":"2026-04-09 12:55:49","alt":"Michael Garland","file":{"fid":"264121","name":"Michael-Garland.jpg","image_path":"\/sites\/default\/files\/2026\/04\/09\/Michael-Garland.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/Michael-Garland.jpg","mime":"image\/jpeg","size":25226,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/Michael-Garland.jpg?itok=KSjtyW2s"}}},"media_ids":["679900"],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194683","name":"Talk"},{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"688547":{"#nid":"688547","#data":{"type":"event","title":"XR Bytes: Seok Joon Kim (ADC XR Makerspace)","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EXR Bytes\u003C\/strong\u003E\u0026nbsp;is a graduate-student-led initiative dedicated to\u0026nbsp;showcasing\u0026nbsp;the trajectory of Extended Reality (XR) research across the Institute. Our goal is to highlight the versatile ways XR technologies are applied across various disciplines and majors, fostering\u0026nbsp;an\u0026nbsp;interdisciplinary community of innovation at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EPresenter: Seok Joon Kim\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003ESeminar Title\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EAHEAD of Time: Toward Robots That Behave Like Human Companions\u0026nbsp;\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EAffiliation\u0026nbsp;\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EGeorge W. Woodruff School of Mechanical Engineering (Georgia Tech College of Engineering), Symbiotic and Augmented Intelligence Laboratory (SAIL)\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EParticipation \u0026amp;\u0026nbsp;Visibility\u0026nbsp;\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EWe actively encourage cross-departmental participation and welcome engagement from both internal academic units and external industry partners. Our goal is to foster a robust community of practice around XR at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ESubscribe \u0026amp; Sign Up\u0026nbsp;\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003ETo join our mailing list and RSVP your attendance for these seminar series, please sign up here: \u003Ca href=\u0022https:\/\/eforms.isye.gatech.edu\/form\/xr-rsvp?event=7051\u0022\u003E\u003Cstrong\u003ERSVP HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E. \u003C\/strong\u003E\u003Cem\u003ELunch will be served for those who RSVP.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EXR Bytes\u003C\/strong\u003E\u0026nbsp;is a graduate-student-led initiative dedicated to\u0026nbsp;showcasing\u0026nbsp;the trajectory of Extended Reality (XR) research across the Institute. 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