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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

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 9: Dimensionality Reduction ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 7: Natural Language Processing ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 5: Association Rule Learning ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 3: Classification ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 1: Data Preprocessing ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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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Artificial Intelligence / Deep & Machine Learning (Data Science)

⚠️✅👉🏼 SAME COURSE 👈🏼✅⚠️
Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2026]
👇🏼👇🏼👇🏼👇🏼

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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.

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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

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Artificial Intelligence / Deep & Machine Learning (Data Science)

Introduction to Large Language Models

Learn about large language models—what they are, what they can do, and how they work.

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Artificial Intelligence / Deep & Machine Learning (Data Science)

Pentesting & SecurityOPs

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Artificial Intelligence / Deep & Machine Learning (Data Science)

Game Over DeV (Game Develop) / Desarrollo de Video Juegos

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Artificial Intelligence / Deep & Machine Learning (Data Science)

AI and ML for Coders in PyTorch - 2025

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Artificial Intelligence / Deep & Machine Learning (Data Science)

Introduction to Generative AI 2025

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 10: Model Selection & Boosting ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 8: Deep Learning ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 6: Reinforcement Learning ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 4: Clustering ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

--- Part 2: Regression ---

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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.


🔊 Taught By: Kirill Eremenko, Hadelin de Ponteves

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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.


🔊 Taught By: Ed Donner, Ligency

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Artificial Intelligence / Deep & Machine Learning (Data Science)

⚠️✅👉🏼 SAME COURSE 👈🏼✅⚠️
Machine Learning: AI, Python & R + ChatGPT
🔐 Password:

@Master_X_Cha

Language: English👇🏼👇🏼

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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)

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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.

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Artificial Intelligence / Deep & Machine Learning (Data Science)

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.


🔊 Taught By: Vibe Coding Academy

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Artificial Intelligence / Deep & Machine Learning (Data Science)

Technology Hardware & Network

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Artificial Intelligence / Deep & Machine Learning (Data Science)

📺 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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Artificial Intelligence / Deep & Machine Learning (Data Science)

Tensor Decompositions for Data Science 2025

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Artificial Intelligence / Deep & Machine Learning (Data Science)

Hybrid Intelligence 2025

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