Curated materials to help you master AI concepts for the International AI Olympiad
The foundational course that introduces core ML concepts, algorithms, and practical implementations.
Access ResourcePractical guide to ML with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron.
Access ResourceInteractive tutorials with hands-on coding exercises for practical ML skills.
Access ResourceComprehensive 5-course specialization covering neural networks, CNN, RNN, and more.
Access ResourceBeautifully animated explanations of how neural networks learn and function.
Access ResourceThe definitive textbook by Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
Access ResourceEssential linear algebra, calculus, and probability for understanding ML algorithms.
Access ResourceIntuitive visual explanations of linear algebra concepts crucial for AI.
Access ResourceComprehensive course on modern NLP techniques including transformers and BERT.
Access ResourceLearn to use transformers for NLP tasks with hands-on tutorials.
Access ResourceDeep dive into convolutional neural networks and computer vision applications.
Access ResourceOfficial PyTorch tutorials for building image classification models.
Access ResourceOfficial information about the International Olympiad in Artificial Intelligence
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