The library.
17 books, 355 chapters, 1834 lessons. Point at a book to see every chapter inside it; click to open it.
- 01Transformers from ScratchAI & Machine Learning · Advanced18 chapters · 75 lessons18 chapters · 75 lessons
- 02Denoising Diffusion Models from ScratchAI & Machine Learning · Advanced18 chapters · 76 lessons18 chapters · 76 lessons
- 03Deep Learning from Scratch with PyTorchAI & Machine Learning · Intermediate12 chapters · 55 lessons12 chapters · 55 lessons
- 04How Neural Networks WorkAI & Machine Learning · Beginner21 chapters · 85 lessons21 chapters · 85 lessons
- 05Building Agentic AI SystemsAI & Machine Learning · Advanced23 chapters · 139 lessons23 chapters · 139 lessons
- 06Gradient-Aware Multi-Task Learning for Predictive Maintenance: AMNL, GABA, and GRACEAI & Machine Learning · Advanced24 chapters · 95 lessons24 chapters · 95 lessons
- 07The Attention Atlas: Mechanisms That Power Modern AIAI & Machine Learning · Intermediate23 chapters · 30 lessons23 chapters · 30 lessons
- 08Forging Giants: Training Massive Models from ScratchAI & Machine Learning · Advanced20 chapters · 117 lessons20 chapters · 117 lessons
- 09Reinforcement Learning from Scratch with PyTorchAI & Machine Learning · Advanced23 chapters · 121 lessons23 chapters · 121 lessons
- 10Advanced Reinforcement Learning: Alignment, Multi-Agent, and FrontierAI & Machine Learning · Advanced19 chapters · 93 lessons19 chapters · 93 lessons
- 11Probability & Statistics for AI/MLMathematics · Intermediate24 chapters · 135 lessons24 chapters · 135 lessons
- 12Interactive CalculusMathematics · Beginner53 chapters · 402 lessons53 chapters · 402 lessons
- 13Linear Algebra for the AI AgeMathematics · Intermediate25 chapters · 134 lessons25 chapters · 134 lessons
- 14Data Structures & AlgorithmsComputer Science · Intermediate8 chapters · 41 lessons8 chapters · 41 lessons
- 15Digital Signal ProcessingComputer Science · Advanced15 chapters · 99 lessons15 chapters · 99 lessons
- 16Crystallography, Electronic Structure & VASPPhysics & Materials Science · Advanced6 chapters · 39 lessons6 chapters · 39 lessons
- 17AI & Cybersecurity: The Intelligent Defender’s HandbookCybersecurity · Intermediate23 chapters · 98 lessons23 chapters · 98 lessons
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