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training:ds:2023:introtodeeplearning [2023/08/16 13:15] – removed - external edit (Unknown date) 127.0.0.1training:ds:2023:introtodeeplearning [2023/10/08 13:33] (current) – Abdelghafour Halimi
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 +====== Hands-on AI Tools and Techniques Workshop Series ~ Introduction to Deep Learning ======
 +
 +<WRAP group> <WRAP quarter column> <WRAP center round box 110%> {{:icon:twbs:link:w-25:h-auto:calendar3.svg?nolink&}} <tab1> <fs:26px>** Date**</fs>
 +
 +  * Tuesday October 10, 2023
 +  * 9am - 12pm
 +
 +<wrap indent></wrap> \\
 +</WRAP> </WRAP>
 +
 +<WRAP quarter column> <WRAP center round box 110%> {{:icon:twbs:link:w-25:h-auto:map.svg?nolink&}} <tab1> <fs:26px>** Venue**</fs>
 +
 +  * Level 0 Auditorium, BW B4 and B5
 +
 +<wrap indent></wrap> \\
 +<wrap indent></wrap> \\
 +</WRAP> </WRAP>
 +
 +<WRAP quarter column>
 +
 +<WRAP center round box 110%> {{:icon:twbs:link:w-25:h-auto:globe.svg?nolink&}} <tab1> <fs:26px>** Organizer**</fs>
 +
 +{{:icon:twbs:link:w-25:h-auto:person.svg?nolink&}} Abdelghafour HALIMI \\ {{:icon:twbs:link:w-25:h-auto:headset-vr.svg?nolink&}} Visualization Core Laboratory \\ {{:icon:twbs:link:w-25:h-auto:envelope-at.svg?nolink&}} abdelghafour.halimi@kaust.edu.sa </WRAP> </WRAP>
 +
 +<WRAP quarter column> <WRAP center round box 100%>{{:icon:twbs:link:w-25:h-auto:person-add.svg?nolink&}} <tab1>  <fs:26px>** Register**</fs>
 +
 +<wrap em button> [[https://kaustforms.formstack.com/forms/artificial_intelligence_workshop_series_introduction_to_deep_learning_2023|Register Here!]] </wrap> \\
 +<wrap indent></wrap> \\
 +<wrap indent></wrap> \\
 +<wrap indent></wrap> \\
 +</WRAP> </WRAP> </WRAP>
 +
 +<WRAP group> <WRAP third column>
 +
 +{{  :wiki:training:2023:ai_workshop_dl.png?direct&  }}
 +
 +<WRAP center round box download 100%>
 + <fs:26px>** Workshop Materials**</fs>
 +
 +  * Github link: [[https://github.com/A-Halimi/Introduction-to-AI-workshop-series|GitHub Repository]] 
 +
 +</WRAP>
 +
 +<WRAP center round box todo 100%>
 + <fs:26px>** Pre-requisites**</fs>
 +
 +  * Have KAUST IT credentials (i.e. the one you use to access your KAUST email)
 +  * A computer (Linux/Windows/Mac) with internet connection & terminal
 +  * Essential knowledge of Python is necessary (Pandas, Numpy libraries…)
 +  * Have some experience with working with Conda package manager
 +
 +</WRAP>
 +
 +</WRAP>
 +
 +<WRAP twothirds column>
 +
 +===== Overview =====
 +
 +This workshop is designed to introduce participants to the fundamental concepts and basic architectures of deep learning—a sophisticated subset of machine learning responsible for the most cutting-edge advancements in artificial intelligence (AI). 
 +
 +Without delving into overwhelming technical complexities, attendees will gain a foundational understanding of deep learning models, particularly neural networks. Utilizing the top-tier resources of the KAUST Visualization Core Lab, attendees will experience a mix of in-depth lectures and hands-on sessions, ensuring a foundational grasp of the subject. 
 +
 +Whether you're curious about the underlying mechanisms of image classification or computer vision, this workshop is your starting point into the transformative world of deep learning.
 +
 +\\
 +
 +===== Who Should Attend? =====
 +
 +  * Anyone with zero experience (or beginner/junior) who wants to learn Deep Learning, Data Science
 +
 +  * You are a programmer that wants to extend their skills into Data Science and Deep Learning to make yourself more valuable
 +
 +  * Anyone who wants to learn these topics from industry experts that don’t only teach, but have actually worked in the field
 +
 +  * You want to add value to your own business or company you work for, by using powerful Deep Learning tools.
 +
 +\\
 +
 +===== Agenda =====
 +
 +^Time  ^Topic  ^Speaker  |
 +^9:00am - 9:10am  |Welcome  |Abdelghafour Halimi  |
 +^9:10am - 10:15am  |Introduction to Deep Learning  |Abdelghafour Halimi  |
 +^10:15am - 10:30am  |Coffee Break |   |
 +^10:30am - 12pm  |Hands-On Session: Jupyter Notebooks Examples / Q&A |Abdelghafour Halimi  |
 +
 +</WRAP> </WRAP>
 +
 +----
 +
 + {{tag>workshop}}
 +
  

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