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TRAINING PROGRAM IN ARTIFICIAL INTELLIGENCE AND DATA SCIENCE Instructor: Arnaud Kayonga Rene Kabagamba |
Machine Learning (Reference) Python Data Science Handbook https://github. com/jakevdp/Python Data Science Handbook/tree/master |
Slides Machine learning landscape End-to-end Machine Learning project |
In-class work Create a mind map for the state of AI in 2024 to visually organize and present the complex landscape of artificial intelligence technologies and tools in 2024. Tools: Use Miro (miro. com) to draw your mindmap Share your final work in the slack channel: classroom-work |
More on the In-class work Do not miss to include these: Artificial Intelligence (AI) Machine Learning (ML) Deep Learning (DL) Neural Networks Natural Language Processing (NLP) Computer Vision Rule-Based Systems Reinforcement Learning Supervised Learning Unsupervised Learning Pandas Numpy Matplotlib Scikit-learn Tensor Flow Py Torch And many more (be as thorough as you can) |
Homework 6 Read chapter 05. 01-What-Is-Machine-Learning In the Python Data Science Handbook This assignment is not to be submitted. |
Thank You! |