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Bibliography, Courses, Tutorials, Code, examples and related material. 🔅Data Science 🔅Artificial Intelligence 🔅Neural Networks 🔅Machine Learning (ML) 🔅Deep Learning (DL) ———————————————- Bibliografía, Cursos, Tutoriales, Código, ejemplos y material
FREE MIT books on AI and Machine Learning:
1. Foundations of Machine Learning cs.nyu.edu/~mohri/mlbook/
2. Understanding Deep Learning udlbook.github.io/udlbook/
3. Introduction to Machine Learning Systems ❯ Vol 1: mlsysbook.ai/vol1/assets/do ❯ Vol 2: mlsysbook.ai/vol2/assets/do
4. Algorithms for ML algorithmsbook.com
5. Deep Learning deeplearningbook.org
6. Reinforcement Learning andrew.cmu.edu/course/10-703/
7. Distributional Reinforcement Learning direct.mit.edu/books/oa-monog
8. Multi Agent Reinforcement Learning marl-book.com
9. Agents in the Long Game of AI direct.mit.edu/books/oa-monog
10. Fairness and Machine Learning fairmlbook.org
11. Probabilistic Machine Learning
❯ Part 1 : probml.github.io/pml-book/book1
❯ Part 2 : probml.github.io/pml-book/book2
#MIT #AI #MachineLearning #DeepLearning #ReinforcementLearning #FreeBooks
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Top-10 Stanford Courses on AI and Machine Learning - directly from official pages and materials.
CS221: Artificial Intelligence
https://www.youtube.com/playlist?list=PLoROMvodv4rOca_Ovz1DvdtWuz8BfSWL2
CS229: Machine Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU
CS229M: Theory of Machine Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rP8nAmISxFINlGKSK4rbLKh
CS230: Deep Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rNRRGdS0rBbXOUGA0wjdh1X
CS234: Reinforcement Learning
https://www.youtube.com/playlist?list=PLoROMvodv4rN4wG6Nk6sNpTEbuOSosZdX
CS224N: Natural Language Processing
https://www.youtube.com/playlist?list=PLoROMvodv4rOaMFbaqxPDoLWjDaRAdP9D
CS231N: Deep Learning for Computer Vision
https://www.youtube.com/playlist?list=PLoROMvodv4rOmsNzYBMe0gJY2XS8AQg16
CME295: Large Language Models
https://www.youtube.com/playlist?list=PLoROMvodv4rObv1FMizXqumgVVdzX4_05
CS236: Deep Generative Models
https://www.youtube.com/playlist?list=PLoROMvodv4rPOWA-omMM6STXaWW4FvJT8
CS336: Modeling Language from Scratch
https://www.youtube.com/playlist?list=PLoROMvodv4rOY23Y0BoGoBGgQ1zmU_MT_
These courses cover the basics: from classic machine learning to modern LLMs and generative models, including both practice and theory.
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Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2026]
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Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2024]
Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.
Full AI Course 2025: ChatGPT, Gemini, Midjourney, Firefly
Use AI For Everything, Digital Marketing, Social Media, At Work, Business Automation, Make Money, SEO, Video Production
Introduction to Large Language Models
Learn about large language models—what they are, what they can do, and how they work.
Pentesting & SecurityOPs
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Game Over DeV (Game Develop) / Desarrollo de Video Juegos
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AI and ML for Coders in PyTorch - 2025
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Introduction to Generative AI 2025
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Machine Learning A-Z [2026]: AI, AWS, Python & R + LLM Prize
4.5 - 203785 votes 💰 Original Price: $64.99
📖 Learn to create Machine Learning Algorithms in Python, R and AWS from two Data Science experts. Code templates included.
AI Engineer Agentic Track: The Complete Agent & MCP Course
4.7 - 33778 votes 💳 Original Price: $19.99
📖 Master AI Agents in 30 days: build 8 real-world projects with OpenAI Agents SDK, CrewAI, LangGraph, AutoGen and MCP.
⚠️✅👉🏼 SAME COURSE 👈🏼✅⚠️
Machine Learning: AI, Python & R + ChatGPT
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@Master_X_Cha
AI Agents for Everyone & AI Bootcamp with 100 Hands-on Labs
Learn to Build, Deploy, and Master AI Agents with Hands-On Projects and Practical Applications(AI)
Hugging Face Transformers: Introduction to Pretrained Models
Learn how to build natural language processing (NLP) applications with pretrained transformers in Hugging Face, the popular machine learning platform.
Vibe Coding: Use AI & Python to Automate and Prototype Ideas
4.5 - 523 votes 💰 Original Price: $19.99
📖 Automate tasks, build personal tools and prototypes — perfect for creatives, ex-coders & product minds.
Technology Hardware & Network
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📺 12 comprehensive playlists to master
⬅️ machine learning, deep learning, and GenAI!
👨🏻💻 Each playlist is designed to be simple and understandable for beginners, and then gradually dive deeper into the topics.
😉 Machine Learning Basics (39 videos)
😉 Python for ML (9 videos)
😉 Optimization for ML (5 videos)
😉 Machine Learning with Practical Exercises (37 videos)
😉 Building Decision Trees from Scratch (13 videos)
😉 Building Neural Networks from Scratch (35 videos)
😉 Graph Neural Networks (6 videos)
😉 Computer Vision from Scratch (19 videos)
😉 Building LLM from Scratch (43 videos)
😉 Reasoning in LLMs from Scratch (22 videos)
😉 Building DeepSeek from Scratch (29 videos)
😉 Machine Learning in Production Environment (6 videos)
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Tensor Decompositions for Data Science 2025
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Hybrid Intelligence 2025
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