{"636156":{"#nid":"636156","#data":{"type":"event","title":"PACE - Introduction to Deep Learning","body":[{"value":"\u003Cp\u003EHands-on workshop of Introduction to Deep Leanring\u003C\/p\u003E\r\n\r\n\u003Cul\u003E\r\n\t\u003Cli\u003EDeep learning concept and workflow\u003C\/li\u003E\r\n\t\u003Cli\u003EBias\/variance, regularization, optimization algorithm, hyperparameter tuning\u003C\/li\u003E\r\n\t\u003Cli\u003EComputer Vision with deep learning (Convolutional Neural Network)\u003C\/li\u003E\r\n\t\u003Cli\u003ENatural language processing with deep learning (Word Embedding, RNN, Attention). We will run one example with multiple algorithms and tune the parameters to show different results.\u003C\/li\u003E\r\n\t\u003Cli\u003EPipeline with GPU, CPU\u003C\/li\u003E\r\n\t\u003Cli\u003EIt will focus on programming with\u0026nbsp;TensorFlow2.2\u0026nbsp;\u003C\/li\u003E\r\n\u003C\/ul\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EUpcoming Offerings\u0026nbsp;\u003C\/strong\u003Evia Blue Jeans\u003C\/p\u003E\r\n\r\n\u003Cul\u003E\r\n\t\u003Cli\u003EWednesday June 17, 2020, 1:30 PM - 4:30 PM\u003C\/li\u003E\r\n\t\u003Cli\u003EFriday July 17, 2020, 1:30 PM - 4:30 PM\u003C\/li\u003E\r\n\u003C\/ul\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003Cstrong\u003EClick \u0026nbsp;\u003Ca href=\u0022https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=u5ghSHuuJUuLem1_Mvqgg8YIVVBopjhGvcPOqQSsuClUQ1daOTFXR1VJWlNGNzNSRk1ERjUyR1hRMi4u\u0022\u003ERegistration\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EWorkshop Content\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cul\u003E\r\n\t\u003Cli\u003EDeep learning concept and workflow\u003C\/li\u003E\r\n\t\u003Cli\u003EBias\/variance, regularization, optimization algorithm, hyperparameter tuning\u003C\/li\u003E\r\n\t\u003Cli\u003EComputer Vision with deep learning (Convolutional Neural Network)\u003C\/li\u003E\r\n\t\u003Cli\u003ENatural language processing with deep learning (RNN, Word Embedding, Attention). We will run one example with multiple algorithms and tune the parameters to show different results.\u003C\/li\u003E\r\n\t\u003Cli\u003E\u0026nbsp;Pipeline with GPU, CPU\u003C\/li\u003E\r\n\t\u003Cli\u003EIt will focus on programming with\u0026nbsp;TensorFlow2.2\u0026nbsp;\u003C\/li\u003E\r\n\u003C\/ul\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EUpcoming Offerings\u0026nbsp;\u003C\/strong\u003Evia Blue Jeans\u003C\/p\u003E\r\n\r\n\u003Cul\u003E\r\n\t\u003Cli\u003EWednesday June 17, 2020, 1:30 PM - 4:30 PM\u003C\/li\u003E\r\n\t\u003Cli\u003EFriday July 17, 2020, 1:30 PM - 4:30 PM\u003C\/li\u003E\r\n\u003C\/ul\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003Cstrong\u003EClick \u0026nbsp;\u003Ca href=\u0022https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=u5ghSHuuJUuLem1_Mvqgg8YIVVBopjhGvcPOqQSsuClUQ1daOTFXR1VJWlNGNzNSRk1ERjUyR1hRMi4u\u0022\u003ERegistration\u003C\/a\u003E\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EWe will provide PACE clusters and also Cloud environment as the computational resource during the sessions. You will get a follow up email once your registration is confirmed, so that you can setup your account with PACE, and read prerequisite materials. Due to space limits, we cannot guarantee that your spot until you receive a confirmation email.\u0026nbsp; For a long waiting list, we may consider adding another offering soon and we will let you know. Thanks for your understanding.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EIf you have any questions or suggestions, please contact the course instructor Dr. Nuyun Zhang (Nellie) at\u0026nbsp;\u003Ca href=\u0022mailto:nuyun@gatech.edu\u0022\u003Enuyun@gatech.edu\u003C\/a\u003E.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EThank you!\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Hands-on Workshop - Introduction to Deep Learning"}],"uid":"35169","created_gmt":"2020-06-11 12:57:21","changed_gmt":"2020-06-11 19:49:38","author":"nzhang308","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2020-06-17T14:30:00-04:00","event_time_end":"2020-06-17T17:30:00-04:00","event_time_end_last":"2020-06-17T17:30:00-04:00","gmt_time_start":"2020-06-17 18:30:00","gmt_time_end":"2020-06-17 21:30:00","gmt_time_end_last":"2020-06-17 21:30:00","rrule":"RRULE:FREQ=MONTHLY;INTERVAL=1;BYMONTH=7;BYMONTHDAY=17;UNTIL=20200802T035959Z;WKST=SU","timezone":"America\/New_York"},"extras":[],"groups":[{"id":"337231","name":"Georgia Tech High Performance Computing (PACE)"}],"categories":[],"keywords":[{"id":"185110","name":"Pace Classes"},{"id":"9167","name":"machine learning"},{"id":"109581","name":"deep learning"},{"id":"182954","name":"TensorFlow"},{"id":"496","name":"CNN"},{"id":"177246","name":"RNN"},{"id":"205","name":"GPU"}],"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\u003EDr. Nuyun Zhang (Nellie), nuyun@gatech.edu\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}