Azure AI Engineer Associate Certification (AI-102)
Learn about the design and implementation of Azure AI solutions using Azure AI services, Azure AI Search, and Azure Open AI.
Get Access NowUSD $29.00
USD $60.00
(50% off)
This Course Includes:
1 Year Access
13.5
Hours of Video
55
Lectures
37
Follow Alongs
71
Flashcards
3
Practice Exams
Individual Video Quizlets
Certificate of Completion
Course Outline
Introduction
18m 33s
Meet your Instructor
1m 17s
Lecture
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Introduction
7m 14s
Lecture
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Exam Guide Breakdown
10m 2s
Lecture
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Setup
54m 46s
Setup Dev Env
47m 27s
Follow Along
Watch
Setup OpenAI Studio and AI Studio
7m 19s
Follow Along
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Gen AI Primer
21m 23s
AI vs GenAI
3m 55s
Lecture
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What is a Foundational Model
1m 13s
Lecture
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What is a Large Language Model
1m 39s
Lecture
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Transformer Architecture
2m 56s
Lecture
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Tokenization
1m 54s
Lecture
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Tokens and Capacity
2m 18s
Lecture
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Embeddings
3m 2s
Lecture
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Positional Encoding
1m 21s
Lecture
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Attention
3m 5s
Lecture
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ML and AI Concepts
6m 41s
Supervised and Unsupervised Reinforcement
1m 22s
Lecture
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Neural Networks and Deep Learning
2m 12s
Lecture
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GPU
52s
Lecture
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CUDA
1m 4s
Lecture
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Juypter Notebooks
1m 11s
Lecture
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Responsible AI
19m 35s
Responsible AI
49s
Lecture
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Fairness
55s
Lecture
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Reliability and safety
48s
Lecture
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Privacy and security
41s
Lecture
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Inclusiveness
35s
Lecture
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Transparency
32s
Lecture
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Accountability
41s
Lecture
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Guidelines for Human AI Interaction
15s
Lecture
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Guidelines for Human AI Interaction Follow Along
11m 25s
Follow Along
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Responsible AI Standard V2
47s
Lecture
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Responsible AI Standard V2
1m 25s
Follow Along
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RAI Transparency Report
42s
Lecture
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Azure AI Services
5h 42m 29s
Azure AI Services
1m 34s
Lecture
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Azure AI Services Containers
2m 54s
Lecture
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Azure AI Services Diagnostic Logging
3m 10s
Lecture
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Setup Azure AI Services API
9m 23s
Follow Along
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Azure AI Services Containers
23m 6s
Follow Along
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Azure AI Services Diagnostic Logging
11m 26s
Follow Along
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Azure AI Services vs Azure AI Studio
3m 14s
Lecture
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Azure OpenAI Service
1m 56s
Lecture
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Azure OpenAI Studio
1m 28s
Lecture
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Azure OpenAI Service Models
8m 49s
Lecture
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Azure OpenAI Service Deployment Types
2m 54s
Lecture
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Basic Prompt Engineering and API
43m 3s
Follow Along
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Deploy a Third Party Model
5m 19s
Follow Along
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Deploy LLM to Web App
13m 32s
Follow Along
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Completion Model Temperature and Top P
14m 1s
Follow Along
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Prompt Flow Basics
31m 9s
Follow Along
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Prompt Flow Programmatic
1h 21m 33s
Follow Along
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Prompt Flow Evals
26m 55s
Follow Along
Prompt Flow Evals - Part 2
6m 6s
Follow Along
Fine Tuning LLMs
8m 25s
Lecture
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Fine Tune Babbage
26m 31s
Follow Along
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Dalle
16m 1s
Follow Along
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Azure AI Search
2h 5m 49s
What is RAG?
7m 3s
Lecture
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What is Document Cracking?
4m 50s
Lecture
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What is HNSW?
2m 27s
Lecture
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What is Semantic Ranking?
3m 43s
Lecture
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Azure AI Search
4m 52s
Lecture
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Azure AI Search
54m 56s
Follow Along
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RAG with Azure AI Search
47m 58s
Follow Along
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Text Analytics
52m 51s
Natural Language Processing
2m 33s
Lecture
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Text Analytics Text Extract Sentiment Analysis PII
35m 40s
Follow Along
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Text Analytics Extraction
14m 38s
Follow Along
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Computer Vision
20m 48s
Computer Vision
2m 38s
Lecture
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Computer Vision
3m 38s
Follow Along
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Azure AI Vision Studio
53s
Lecture
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Azure AI Vision Tour
5m 22s
Follow Along
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Image Analysis SDK
2m 12s
Lecture
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OCR Computer Vision
1m 16s
Lecture
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OCR
4m 49s
Follow Along
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Custom Vision
18m 32s
Introduction to Custom Vision
40s
Lecture
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Project Types and Domains
2m 52s
Lecture
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Custom Vision Features
2m 34s
Lecture
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Custom Vision Classification
6m 34s
Follow Along
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Custom Vision Object Detection
5m 52s
Follow Along
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Document Intelligence
24m 45s
Azure AI Document Intelligence
52s
Lecture
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Document Intelligence Studio
5m 9s
Follow Along
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Document Intelligence Studio Custom Model
10m 27s
Follow Along
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Form Recognizer
8m 17s
Follow Along
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Speech API
33m 2s
Speech API
33m 2s
Follow Along
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AI Video Indexer
13m 15s
AI Video Indexer
13m 15s
Follow Along
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Content Safety
25m 19s
Azure AI Content Safety API
46s
Lecture
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Azure AI Content Safety Studio
3m 26s
Lecture
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Content Safety
21m 7s
Follow Along
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Language Understanding and QnA
36m 26s
Language Understanding and Qna Moved
5m 37s
Follow Along
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LUIS
2m 21s
Lecture
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QnA Maker
4m 17s
Lecture
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QnAMaker
18m 30s
Follow Along
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LUIS
5m 41s
Follow Along
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Face Service
4m 52s
Face Service
1m 44s
Lecture
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Face Service
3m 8s
Follow Along
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Cleanup
7m 31s
Cleanup
7m 31s
Follow Along
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