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Classroom Contents
Azure AI Fundamentals Certification 2024 (AI-900) - Full Course to PASS the Exam
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- 1 🎤 Introduction to AI-900
- 2 🎤 Exam Guide Breakdown
- 3 🎤 Layers of Machine Learning
- 4 🎤 Key Elements of AI
- 5 🎤 DataSets
- 6 🎤 Labeling
- 7 🎤 Supervised and Unsupervised Reinforcement
- 8 🎤 Netural Networks and Deep Learning
- 9 🎤 GPU
- 10 🎤 CUDA
- 11 🎤 Simple ML Pipeline
- 12 🎤 Forecast vs Prediction
- 13 🎤 Metrics
- 14 🎤 Juypter Notebooks
- 15 🎤 Regression
- 16 🎤 Classification
- 17 🎤 Clustering
- 18 🎤 Confusion Matrix
- 19 🎤 Anomaly Detection AI
- 20 🎤 Computer Vision AI
- 21 🎤 Natural Language Processing AI
- 22 🎤 Conversational AI
- 23 🎤 Responsible AI
- 24 🎤 Fairness
- 25 🎤 Reliability and safety
- 26 🎤 Privacy and security
- 27 🎤 Inclusiveness
- 28 🎤 Transparency
- 29 🎤 Accountability
- 30 🎤 Guidelines for Human AI Interaction
- 31 🎤 Follow Along Guidelines for Human AI Interaction
- 32 🎤 Azure Cognitive Services
- 33 🎤 Congitive API Key and Endpoint
- 34 🎤 Knowledge Mining
- 35 🎤 Face Service
- 36 🎤 Speech and Translate Service
- 37 🎤 Text Analytics
- 38 🎤 OCR Computer Vision
- 39 🎤 Form Recognizer
- 40 🎤 Form Recognizer Custom Models
- 41 🎤 Form Recognizer Prebuilt Models
- 42 🎤 LUIS
- 43 🎤 QnA Maker
- 44 🎤 Azure Bot Service
- 45 🎤 Azure Machine Learning Service
- 46 🎤 Studio Overview
- 47 🎤 Studio Compute
- 48 🎤 Studio Data Labeling
- 49 🎤 Data Stores
- 50 🎤 Datasets
- 51 🎤 Experiments
- 52 🎤 Pipelines
- 53 🎤 ML Designer
- 54 🎤 Model Registry
- 55 🎤 Endpoints
- 56 🎤 Notebooks
- 57 🎤 Introduction to AutoML
- 58 🎤 Data Guard Rails
- 59 🎤 Automatic Featurization
- 60 🎤 Model Selection
- 61 🎤 Explanation
- 62 🎤 Primary Metrics
- 63 🎤 Validation Type
- 64 🎤 Introduction to Custom Vision
- 65 🎤 Project Types and Domains
- 66 🎤 Custom Vision Features
- 67 🎤 AI vs Generative AI
- 68 🎤 What is a LLM Large Language Model
- 69 🎤 Transformer models
- 70 🎤 Tokenization
- 71 🎤 Embeddings
- 72 🎤 Positional encoding
- 73 🎤 Attention
- 74 🎤 Introduction to Azure OpenAI Service
- 75 🎤 Azure OpenAI Studio
- 76 🎤 Azure OpenAI service pricing
- 77 🎤 What are Copilots
- 78 🎤 Prompt engineering
- 79 🎤 Grounding
- 80 🎤 Copilot demo
- 81 🎤 Setup
- 82 🎤 Computer Vision
- 83 🎤 Custom Vision Classification
- 84 🎤 Custom Vision Object Detection
- 85 🎤 Face Service
- 86 🎤 Form Recognizer
- 87 🎤 OCR
- 88 🎤 Text Analysis
- 89 🎤 QnAMaker
- 90 🎤 LUIS
- 91 🎤 AutoML
- 92 🎤 Designer
- 93 🎤 MNIST
- 94 🎤 Data Labeling
- 95 🎤 Clean up
