AI Fundamentals Tutorial

Module 1: AI Foundations

1 Introduction to Artificial Intelligence — Complete Guide 10 min 2 History of AI — Complete Guide 10 min 3 Types of AI — Complete Guide 10 min 4 Weak AI vs Strong AI — Complete Guide 10 min 5 Machine Learning vs AI — Complete Guide 10 min 6 Deep Learning Basics — Complete Guide 10 min 7 Neural Networks Basics — Complete Guide 10 min 8 AI in Real Life — Complete Guide 10 min 9 AI Industry Overview — Complete Guide 10 min 10 AI Career Roadmap 2026 — Complete Guide 10 min

Module 2: Machine Learning Fundamentals

11 Introduction to Machine Learning — Complete Guide 10 min 12 Supervised Learning — Complete Guide 10 min 13 Unsupervised Learning — Complete Guide 10 min 14 Reinforcement Learning — Complete Guide 10 min 15 Training vs Inference — Complete Guide 10 min 16 Features & Labels — Complete Guide 10 min 17 Classification — Complete Guide 10 min 18 Regression — Complete Guide 10 min 19 Clustering — Complete Guide 10 min 20 Recommendation Systems — Complete Guide 10 min

Module 3: Deep Learning & Neural Networks

21 Deep Learning Fundamentals — Complete Guide 10 min 22 Neural Networks — Complete Guide 10 min 23 Activation Functions — Complete Guide 10 min 24 Forward Propagation — Complete Guide 10 min 25 Backpropagation — Complete Guide 10 min 26 CNN Basics — Complete Guide 10 min 27 RNN Basics — Complete Guide 10 min 28 Transformers — Complete Guide 10 min 29 Attention Mechanism — Complete Guide 10 min 30 AI Model Training — Complete Guide 10 min

Module 4: Generative AI & LLMs

31 Introduction to Generative AI — Complete Guide 10 min 32 What are LLMs — Complete Guide 10 min 33 How ChatGPT Works — Complete Guide 10 min 34 Tokens & Embeddings — Complete Guide 10 min 35 Prompt Engineering — AIVerse Project 10 min 36 Fine Tuning — Complete Guide 10 min 37 RAG Systems — Complete Guide 10 min 38 AI Agents — Complete Guide 10 min 39 Multi-Agent Systems — Complete Guide 10 min 40 AI Copilots — AIVerse Project 10 min

Module 5: NLP & Text AI

41 Natural Language Processing — Complete Guide 10 min 42 Text Classification — Complete Guide 10 min 43 Sentiment Analysis — Complete Guide 10 min 44 Named Entity Recognition — Complete Guide 10 min 45 Text Summarization — Complete Guide 10 min 46 Chatbots — Complete Guide 10 min 47 Semantic Search — Complete Guide 10 min 48 Vector Databases — Complete Guide 10 min 49 AI Search Engines — AIVerse Project 10 min 50 Conversational AI — Complete Guide 10 min

Module 6: Computer Vision

51 Introduction to Computer Vision — Complete Guide 10 min 52 Image Recognition — Complete Guide 10 min 53 Object Detection — Complete Guide 10 min 54 OCR Systems — Complete Guide 10 min 55 Face Recognition — Complete Guide 10 min 56 Medical Imaging AI — Complete Guide 10 min 57 Video Analytics — Complete Guide 10 min 58 AI Surveillance Systems — Complete Guide 10 min 59 Autonomous Vehicles AI — Complete Guide 10 min 60 Retail Vision AI — Complete Guide 10 min

Module 7: AI Engineering

61 OpenAI APIs — Complete Guide 10 min 62 Azure OpenAI — Complete Guide 10 min 63 LangChain — Complete Guide 10 min 64 Semantic Kernel — Complete Guide 10 min 65 AI SDK Integration — Complete Guide 10 min 66 AI Pipelines — Complete Guide 10 min 67 AI Orchestration — Complete Guide 10 min 68 AI Microservices — Complete Guide 10 min 69 AI APIs — Complete Guide 10 min 70 AI SaaS Architecture — Complete Guide 10 min

Module 8: AI Agents & Automation

71 Enterprise AI Agents — Complete Guide 10 min 72 Autonomous AI Systems — Complete Guide 10 min 73 Multi-Agent Architecture — Complete Guide 10 min 74 AI Workflow Automation — Complete Guide 10 min 75 AI Assistants — AIVerse Project 10 min 76 AI Task Planning — Complete Guide 10 min 77 AI Memory Systems — Complete Guide 10 min 78 AI Tool Calling — Complete Guide 10 min 79 AI Decision Systems — Complete Guide 10 min 80 Enterprise AI Automation — Complete Guide 10 min

Module 9: Vector Databases & RAG

81 Embeddings — Complete Guide 10 min 82 Vector Search — Complete Guide 10 min 83 Pinecone — Complete Guide 10 min 84 ChromaDB — Complete Guide 10 min 85 Qdrant — Complete Guide 10 min 86 RAG Architecture — Complete Guide 10 min 87 Knowledge Bases — Complete Guide 10 min 88 AI Document Search — Complete Guide 10 min 89 Enterprise Search Systems — Complete Guide 10 min 90 AI Knowledge Management — Complete Guide 10 min

Module 10: AI Security & Ethics

91 AI Bias — Complete Guide 10 min 92 AI Hallucinations — Complete Guide 10 min 93 Prompt Injection — Complete Guide 10 min 94 Data Privacy — Complete Guide 10 min 95 Responsible AI — Complete Guide 10 min 96 AI Governance — Complete Guide 10 min 97 Ethical AI Systems — Complete Guide 10 min 98 AI Regulations — Complete Guide 10 min 99 AI Security — Complete Guide 10 min 100 Enterprise AI Compliance — Complete Guide 10 min

Module 11: Cloud AI & Deployment

101 AI Deployment — Complete Guide 10 min 102 Docker for AI — Complete Guide 10 min 103 Kubernetes for AI — Complete Guide 10 min 104 GPU Infrastructure — Complete Guide 10 min 105 AI Scaling — Complete Guide 10 min 106 AI Monitoring — Complete Guide 10 min 107 AI CI/CD — Complete Guide 10 min 108 AI Cost Optimization — Complete Guide 10 min 109 AI Observability — Complete Guide 10 min 110 Enterprise AI Infrastructure — Complete Guide 10 min

Module 12: Real-World AI Projects

111 AI Customer Support Copilot — AIVerse Project 11 min 112 AI Resume Analyzer — AIVerse Project 10 min 113 AI Fraud Detection System — Complete Guide 10 min 114 AI Recommendation Engine — AIVerse Project 10 min 115 AI Coding Assistant — AIVerse Project 10 min 116 AI Medical Assistant — AIVerse Project 10 min 117 AI Document Search Engine — AIVerse Project 10 min 118 AI Analytics Dashboard — AIVerse Project 10 min 119 AI SaaS Copilot — AIVerse Project 11 min 120 Enterprise AI Automation Platform — AIVerse Project 10 min