ML/DL/AI

Machine Learning

Fundamentals

• Machine Learning Engineering - Andriy Burkov
• The Hundred-Page Machine Learning Book Hard Cover ed. Edition - Andriy Burkov
• Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications 1st Edition - Chip Huyen

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Deep Learning

Fundamentals

• Deep Learning from Scratch: Building with Python from First Principles 1st Edition - Seth Weidman
• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 3rd Edition - Aurélien Géron

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AI

Generative AI

• Generative AI for Everyone - DeepLearning.AI
• Complete LLM Guide: https://github.com/karpathy/llm.c
• Chat-GPT Guide: https://www.linkedin.com/posts/raohacker_ilya-sutskever-gave-john-carmack-this-reading-activity-7197367475989069824-JpYl?utm_source=share&utm_medium=member_desktop
• LLM Crash Course 9 hours:Jack Blandin, PhD on LinkedIn: #ai #machinelearning #aiengineering #genai | 82 comments
• Complete Guide: steven2358/awesome-generative-ai
• Generative AI Crash Course: genieincodebottle/generative-ai