Complete Fundamentals Intro Guide to Prominent AI Concepts, Companies and Tools

Learn the foundational concepts of artificial intelligence, machine learning types, and key terminology

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  🎥 What is AI? Complete Beginner's Guide: AI Explained in 5 Minutes - Simplilearn 15 million views • Introduction to AI concepts, applications, and history 📝 Notes
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  📖 Microsoft AI Fundamentals: Introduction to AI concepts - Microsoft Learn Comprehensive guide to core AI concepts and applications 📝 Notes
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  📚 AI Types and Categories: How to Learn AI From Scratch - DataCamp Guide Understanding ANI, AGI, and specialized AI applications 📝 Notes
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  🎥 AI vs Machine Learning vs Deep Learning: IBM's Comprehensive Explanation 25 min • 890K views • Clear distinctions between AI, ML, and DL 📝 Notes
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  ⚗️ Interactive AI Playground: TensorFlow Neural Network Playground Hands-on experimentation with neural networks in browser 📝 Notes

Master supervised, unsupervised, and reinforcement learning fundamentals

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  🎥 Machine Learning Crash Course: Andrew Ng's Machine Learning Explained 45 min • 2.1M views • Stanford's legendary course introduction 📝 Notes
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  📖 Google's ML Crash Course: Machine Learning Crash Course with TensorFlow APIs Self-paced course with practical exercises and real datasets 📝 Notes
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  🔬 Scikit-learn Documentation: An introduction to machine learning with scikit-learn Hands-on tutorial with Python's most popular ML library 📝 Notes
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  🎥 ML Types Explained Visually: Supervised vs Unsupervised vs Reinforcement Learning 12 min • 650K views • Clear visual explanations of learning types 📝 Notes
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  ⚡ Practical ML Project: Kaggle's Intro to Machine Learning Course Free hands-on course with real datasets and competitions 📝 Notes

Understand neural networks, backpropagation, and modern deep learning architectures

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  🎥 But what is a Neural Network?: 3Blue1Brown's Neural Networks Series 19 min • 20M views • Visual explanation of neural network fundamentals 📝 Notes
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  📖 Deep Learning with PyTorch: PyTorch 60 Minute Blitz Official PyTorch tutorial covering tensors, autograd, and neural networks 📝 Notes
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  🎥 Deep Learning Fundamentals: MIT 6.S094: Introduction to Deep Learning 45 min • 1.2M views • Comprehensive MIT course introduction 📝 Notes
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  🔬 TensorFlow Deep Learning: Basic classification: Classify images of clothing Hands-on tutorial building your first neural network 📝 Notes
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  🎥 CNN Architecture Explained: Convolutional Neural Networks (CNNs) explained 15 min • 780K views • Visual guide to CNNs for image recognition 📝 Notes

Explore transformers, BERT, GPT models, and large language model applications

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  🎥 Attention Is All You Need: Transformer Architecture Explained Visually 18 min • 1.4M views • Understanding the breakthrough transformer model 📝 Notes
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  🤗 Hugging Face Transformers Course: LLM Course - Introduction Comprehensive course on transformers, tokenizers, and fine-tuning 📝 Notes
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  📖 BERT Model Guide: A Complete Guide to BERT with Code Understanding bidirectional transformers and fine-tuning techniques 📝 Notes
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  🎥 GPT and Language Models: How ChatGPT Works - Explained by OpenAI 22 min • 3.2M views • Inside look at GPT architecture and training 📝 Notes
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  ⚡ Hands-on NLP Project: Transformers Quick Tour Build sentiment analysis and text generation models 📝 Notes

Master image recognition, object detection, and computer vision applications

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  🎥 Computer Vision Fundamentals: Computer Vision Explained - Two Minute Papers 12 min • 1.8M views • Overview of CV applications and breakthroughs 📝 Notes
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  📖 OpenCV University Course: Computer Vision and Deep Learning Courses Comprehensive courses covering OpenCV, PyTorch, and TensorFlow 📝 Notes
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  🔬 TensorFlow Computer Vision: Computer vision with TensorFlow Hands-on tutorials for image classification and object detection 📝 Notes
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  🎥 Object Detection with YOLO: YOLO Object Detection Explained 18 min • 920K views • Real-time object detection implementation 📝 Notes
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  ⚡ PyTorch Vision Project: TorchVision Object Detection Finetuning Tutorial Build custom object detection models with PyTorch 📝 Notes

Explore major AI companies, their products, and essential development frameworks

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  🎥 AI Companies Landscape 2024: Top AI Companies Shaping the Future 25 min • 890K views • Overview of OpenAI, Google, Microsoft, Anthropic 📝 Notes
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  🔥 OpenAI & ChatGPT: OpenAI GPT-5 and Latest Developments Learn about the leading AI company and their breakthrough models 📝 Notes
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  🤖 Google AI & Gemini: Google introduces Gemini 2.0 Explore Google's AI ecosystem and multimodal capabilities 📝 Notes
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  📖 AI Framework Comparison: PyTorch vs TensorFlow in 2025 Comprehensive comparison of major AI development frameworks 📝 Notes
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  🎥 Anthropic Claude & AI Safety: Anthropic's Constitutional AI Approach 15 min • 420K views • Understanding AI safety and responsible development 📝 Notes
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  ⚡ Hands-on Framework Tutorial: Zero to Mastery Learn PyTorch Complete course building neural networks with PyTorch 📝 Notes