{"683614":{"#nid":"683614","#data":{"type":"event","title":"PACE - Applications of Machine Learning","body":[{"value":"\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDoing your first Machine Learning project can be challenging: How to handle the data? How to identify what is important in the data? How to visualize correlations? How to evaluate your model? How to avoid some common pitfalls? In this workshop, we will work-through a first project in machine learning. We will begin with a concept of a project, ingest the data, visualize and view potential correlations, select, train our model, and evaluate the model. Focusing on the detection of breast cancer as our goal The technologies that will be covered in this workshop include:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003ENeural Networks\u003C\/li\u003E\u003Cli\u003EPython 3\u003C\/li\u003E\u003Cli\u003EPandas\u003C\/li\u003E\u003Cli\u003ESeaborn\u003C\/li\u003E\u003Cli\u003EScikit-learn\u003C\/li\u003E\u003Cli\u003ETensorflow 2\u003C\/li\u003E\u003Cli\u003EThe class will contain hands-on parts which will be completed on PACE resources within Jupyter Notebooks.\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPrerequisites: Some familiarity with Python.\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_cTIBkC4ZdF1hpGZ\u0022\u003E\u003Cstrong\u003ERegister here\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ERegistered participants will receive an email with the online meeting details prior to the date of the workshop.\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Ch3\u003E\u0026nbsp;\u003C\/h3\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EActually doing your first Machine Learning project can be challenging: How to handle the data? How to identify what is important in the data? How to visualize correlations? How to evaluate your model? How to avoid some common pitfalls? In this workshop, we will work-through a first project in machine learning. We will begin with a concept of a project, ingest the data, visualize and view potential correlations, select, train our model, and evaluate the model. Focusing on the detection of breast cancer as our example.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Your First Machine Learning Project! "}],"uid":"36396","created_gmt":"2025-08-06 21:15:02","changed_gmt":"2025-08-06 21:16:30","author":"gyourganov3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2025-09-25T10:30:00-04:00","event_time_end":"2025-09-25T12:15:00-04:00","event_time_end_last":"2025-09-25T12:15:00-04:00","gmt_time_start":"2025-09-25 14:30:00","gmt_time_end":"2025-09-25 16:15:00","gmt_time_end_last":"2025-09-25 16:15:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual Register","extras":[],"groups":[{"id":"337231","name":"Georgia Tech High Performance Computing (PACE)"}],"categories":[],"keywords":[{"id":"9167","name":"machine learning"},{"id":"140341","name":"Python"},{"id":"168596","name":"PACE"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"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":[{"value":"\u003Cp\u003Egrigori.yourganov@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}