BEGIN:VCALENDAR VERSION:2.0 PRODID:IEEE vTools.Events//EN CALSCALE:GREGORIAN BEGIN:VEVENT DTSTAMP:20250423T182643Z UID:0BF794C1-C1A6-4F44-8459-65326D55E270 DTSTART;TZID=Etc/UTC:20241007T190000 DTEND;TZID=Etc/UTC:20241009T210000 DESCRIPTION:The "Big Hero 6" bootcamp was designed to introduce participant s to the fundamentals of artificial intelligence (AI)\, machine learning ( ML)\, and deep learning\, led by expert instructor Miss Taima Yahyaoui. Th e 3-day program was conducted online via Google Meet\, with sessions held each day at 8 PM.\n\nKey Highlights of the Bootcamp:\n\n-\nDay 1: Introduc tion to AI & ML\n\n- Overview of AI and its applications in various indust ries.\n- Key concepts of machine learning\, including supervised and unsup ervised learning.\n- Introduction to popular ML algorithms like decision t rees\, k-nearest neighbors (KNN)\, and linear regression.\n- Participants were introduced to Python libraries such as NumPy\, pandas\, and scikit-le arn for implementing basic ML models.\n\n-\nDay 2: Deep Learning Basics\n\ n- Focus shifted to deep learning\, starting with an explanation of neural networks.\n- Introduction to key concepts like layers\, activation functi ons\, and backpropagation.\n- Overview of popular deep learning frameworks such as TensorFlow and PyTorch.\n- A hands-on demo showcasing how to buil d and train a simple neural network using a framework.\n\n-\nDay 3: Practi cal Applications & Project-Based Learning\n\n- Participants were guided th rough practical applications of AI and ML\, such as image recognition\, na tural language processing\, and predictive analytics.\n- Collaborative pro ject: Attendees worked on implementing a small project\, applying concepts learned during the bootcamp.\n- Q&A session with Miss Taima Yahyaoui\, wh ere participants could ask questions\, clarify concepts\, and discuss adva nced topics in AI and ML.\n\nThroughout the bootcamp\, there was a strong emphasis on hands-on learning\, with coding exercises and real-world case studies. Miss Yahyaoui's guidance made complex topics approachable\, encou raging participants to delve into the world of AI and ML.\n\n[][][][][][]\ n\nCo-sponsored by: NGB\n\nSpeaker(s): taima\n\nVirtual: https://events.vt ools.ieee.org/m/436434 LOCATION:Virtual: https://events.vtools.ieee.org/m/436434 ORGANIZER:rakia.souei@ieee.org SEQUENCE:15 SUMMARY:Big Hero 6 : AI Bootcamp URL;VALUE=URI:https://events.vtools.ieee.org/m/436434 X-ALT-DESC:Description: <br /><p>The "Big Hero 6" bootcamp was designed to introduce participants to the fundamentals of artificial intelligence (AI) \, machine learning (ML)\, and deep learning\, led by expert instructor Mi ss Taima Yahyaoui. The 3-day program was conducted online via Google Meet\ , with sessions held each day at 8 PM.</p>\n<h3>Key Highlights of the Boot camp:</h3>\n<ol>\n<li>\n<p><strong>Day 1: Introduction to AI &amp\; ML</st rong></p>\n<ul>\n<li>Overview of AI and its applications in various indust ries.</li>\n<li>Key concepts of machine learning\, including supervised an d unsupervised learning.</li>\n<li>Introduction to popular ML algorithms l ike decision trees\, k-nearest neighbors (KNN)\, and linear regression.</l i>\n<li>Participants were introduced to Python libraries such as NumPy\, p andas\, and scikit-learn for implementing basic ML models.</li>\n</ul>\n</ li>\n<li>\n<p><strong>Day 2: Deep Learning Basics</strong></p>\n<ul>\n<li> Focus shifted to deep learning\, starting with an explanation of neural ne tworks.</li>\n<li>Introduction to key concepts like layers\, activation fu nctions\, and backpropagation.</li>\n<li>Overview of popular deep learning frameworks such as TensorFlow and PyTorch.</li>\n<li>A hands-on demo show casing how to build and train a simple neural network using a framework.</ li>\n</ul>\n</li>\n<li>\n<p><strong>Day 3: Practical Applications &amp\; P roject-Based Learning</strong></p>\n<ul>\n<li>Participants were guided thr ough practical applications of AI and ML\, such as image recognition\, nat ural language processing\, and predictive analytics.</li>\n<li>Collaborati ve project: Attendees worked on implementing a small project\, applying co ncepts learned during the bootcamp.</li>\n<li>Q&amp\;A session with Miss T aima Yahyaoui\, where participants could ask questions\, clarify concepts\ , and discuss advanced topics in AI and ML.</li>\n</ul>\n</li>\n</ol>\n<p> Throughout the bootcamp\, there was a strong emphasis on hands-on learning \, with coding exercises and real-world case studies. Miss Yahyaoui's guid ance made complex topics approachable\, encouraging participants to delve into the world of AI and ML.</p>\n<p><img src="https://events.vtools.ieee. org/vtools_ui/media/display/391967e4-11d5-4834-9bcc-2dbe02626c31" alt="" w idth="129" height="184"><img src="https://events.vtools.ieee.org/vtools_ui /media/display/5c98d004-3e4e-41cc-8700-371385847443" alt="" width="131" he ight="176"><img src="https://events.vtools.ieee.org/vtools_ui/media/displa y/7a75b3ff-6d40-4da5-b537-842e2586f55d" alt="" width="244" height="207"><i mg src="https://events.vtools.ieee.org/vtools_ui/media/display/49d1afa9-e7 5f-4823-8943-8231673edf7a" alt="" width="236" height="198"><img src="https ://events.vtools.ieee.org/vtools_ui/media/display/0e34b312-15cc-4a61-9836- f20d05720e73" alt="" width="238" height="205"><img src="https://events.vto ols.ieee.org/vtools_ui/media/display/219dc87c-9d4f-4940-8b35-6d3976f1a19d" alt="" width="227" height="229"></p> END:VEVENT END:VCALENDAR