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Data Science

Python Data Science Handbook

Free online book covering NumPy, pandas, Matplotlib, Scikit-Learn and data science workflows.

Artificial Intelligence

MIT OCW – Artificial Intelligence

Course materials covering search, knowledge representation, learning, planning and reasoning.

Artificial Intelligence

Google Machine Learning Crash Course

Free practical course on machine learning concepts, models, loss, generalisation, fairness and TensorFlow basics.

Artificial Intelligence

Fast.ai – Practical Deep Learning for Coders

Free practical course on deep learning, computer vision, NLP, deployment and model training.

Artificial Intelligence

DeepLearning.AI – Machine Learning Specialization Resources

Free-to-audit learning materials and public resources on supervised learning, neural networks and ML foundations.

Artificial Intelligence

Stanford CS229 – Machine Learning

Open course materials on supervised learning, generative models, deep learning, RL and ML theory.

Artificial Intelligence

Stanford CS231n – Deep Learning for Computer Vision

Open course notes and materials on convolutional networks, image recognition and visual learning.

Artificial Intelligence

Stanford CS224N – Natural Language Processing with Deep Learning

Open course materials on NLP, embeddings, sequence models, transformers and language models.

Artificial Intelligence

Hugging Face Course

Free course on transformers, NLP, tokenizers, datasets, fine-tuning and model sharing.

Artificial Intelligence

Elements of AI

Free online course introducing artificial intelligence concepts, machine learning, neural networks and societal implications.

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