Azure AI Fundamentals AI-900 Certification 2024 | Complete Pass Guide β¨
Get ready for the Azure AI Fundamentals AI-900 exam with our updated 2024 full course! Learn from expert Andrew Brown of ExamPro and boost your cloud AI skills to pass with confidence.

freeCodeCamp.org
457.2K views β’ Feb 21, 2024

About this video
Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! This course has been updated for 2024.
βοΈ Course developed by Andrew Brown of ExamPro. @ExamProChannel
π ExamPro Cloud Obsessed Certification Training: https://www.exampro.co
βοΈ Contents βοΈ
βοΈ Introduction
π€ (00:00:00) Introduction to AI-900
π€ (00:08:18) Exam Guide Breakdown
βοΈ ML Introduction
π€ (00:12:51) Layers of Machine Learning
π€ (00:13:59) Key Elements of AI
π€ (00:14:57) DataSets
π€ (00:16:37) Labeling
π€ (00:17:43) Supervised and Unsupervised Reinforcement
π€ (00:19:09) Netural Networks and Deep Learning
π€ (00:21:25) GPU
π€ (00:22:21) CUDA
π€ (00:23:29) Simple ML Pipeline
π€ (00:25:39) Forecast vs Prediction
π€ (00:26:24) Metrics
π€ (00:27:58) Juypter Notebooks
π€ (00:29:13) Regression
π€ (00:30:50) Classification
π€ (00:31:44) Clustering
π€ (00:32:29) Confusion Matrix
βοΈ Common AI Workloads
π€ (00:34:06) Anomaly Detection AI
π€ (00:34:59) Computer Vision AI
π€ (00:37:05) Natural Language Processing AI
π€ (00:38:42) Conversational AI
βοΈ Responsible AI
π€ (00:40:16) Responsible AI
π€ (00:41:09) Fairness
π€ (00:42:08) Reliability and safety
π€ (00:43:00) Privacy and security
π€ (00:43:45) Inclusiveness
π€ (00:44:24) Transparency
π€ (00:45:00) Accountability
π€ (00:45:45) Guidelines for Human AI Interaction
π€ (00:46:04) Follow Along Guidelines for Human AI Interaction
βοΈ Congitive Services
π€ (00:57:33) Azure Cognitive Services
π€ (00:59:41) Congitive API Key and Endpoint
π€ (01:00:08) Knowledge Mining
π€ (01:04:42) Face Service
π€ (01:06:30) Speech and Translate Service
π€ (01:08:04) Text Analytics
π€ (01:11:02) OCR Computer Vision
π€ (01:12:22) Form Recognizer
π€ (01:14:48) Form Recognizer Custom Models
π€ (01:15:34) Form Recognizer Prebuilt Models
π€ (01:17:33) LUIS
π€ (01:19:58) QnA Maker
π€ (01:24:19) Azure Bot Service
βοΈ ML Studio
π€ (01:26:45) Azure Machine Learning Service
π€ (01:28:10) Studio Overview
π€ (01:29:39) Studio Compute
π€ (01:30:48) Studio Data Labeling
π€ (01:31:45) Data Stores
π€ (01:32:34) Datasets
π€ (01:33:44) Experiments
π€ (01:34:16) Pipelines
π€ (01:35:23) ML Designer
π€ (01:36:07) Model Registry
π€ (01:36:34) Endpoints
π€ (01:37:50) Notebooks
βοΈ AutoML
π€ (01:38:41) Introduction to AutoML
π€ (01:41:15) Data Guard Rails
π€ (01:42:01) Automatic Featurization
π€ (01:43:53) Model Selection
π€ (01:44:57) Explanation
π€ (01:45:51) Primary Metrics
π€ (01:47:43) Validation Type
βοΈ Custom Vision
π€ (01:48:14) Introduction to Custom Vision
π€ (01:48:58) Project Types and Domains
π€ (01:51:54) Custom Vision Features
βοΈ Features of generative AI solutions
π€ (01:54:32) AI vs Generative AI
π€ (01:57:17) What is a LLM Large Language Model
π€ (01:58:58) Transformer models
π€ (02:00:14) Tokenization
π€ (02:01:26) Embeddings
π€ (02:02:46) Positional encoding
π€ (02:04:27) Attention
βοΈ Capabilities of Azure OpenAI Service
π€ (02:08:01) Introduction to Azure OpenAI Service
π€ (02:10:29) Azure OpenAI Studio
π€ (02:11:44) Azure OpenAI service pricing
π€ (02:13:14) What are Copilots
π€ (02:15:43) Prompt engineering
π€ (02:18:51) Grounding
π€ (02:20:36) Copilot demo
βοΈ Follow Alongs
π€ (02:24:04) Setup
π€ (02:35:02) Computer Vision
π€ (02:38:44) Custom Vision Classification
π€ (02:45:22) Custom Vision Object Detection
π€ (02:51:18) Face Service
π€ (02:54:30) Form Recognizer
π€ (02:58:01) OCR
π€ (03:02:54) Text Analysis
π€ (03:06:37) QnAMaker
π€ (03:25:11) LUIS
π€ (03:30:56) AutoML
π€ (03:48:13) Designer
π€ (03:58:31) MNIST
π€ (04:18:10) Data Labeling
π€ (04:22:38) Clean up
β€οΈ Support for this channel comes from our friends at Scrimba β the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp
βοΈ Course developed by Andrew Brown of ExamPro. @ExamProChannel
π ExamPro Cloud Obsessed Certification Training: https://www.exampro.co
βοΈ Contents βοΈ
βοΈ Introduction
π€ (00:00:00) Introduction to AI-900
π€ (00:08:18) Exam Guide Breakdown
βοΈ ML Introduction
π€ (00:12:51) Layers of Machine Learning
π€ (00:13:59) Key Elements of AI
π€ (00:14:57) DataSets
π€ (00:16:37) Labeling
π€ (00:17:43) Supervised and Unsupervised Reinforcement
π€ (00:19:09) Netural Networks and Deep Learning
π€ (00:21:25) GPU
π€ (00:22:21) CUDA
π€ (00:23:29) Simple ML Pipeline
π€ (00:25:39) Forecast vs Prediction
π€ (00:26:24) Metrics
π€ (00:27:58) Juypter Notebooks
π€ (00:29:13) Regression
π€ (00:30:50) Classification
π€ (00:31:44) Clustering
π€ (00:32:29) Confusion Matrix
βοΈ Common AI Workloads
π€ (00:34:06) Anomaly Detection AI
π€ (00:34:59) Computer Vision AI
π€ (00:37:05) Natural Language Processing AI
π€ (00:38:42) Conversational AI
βοΈ Responsible AI
π€ (00:40:16) Responsible AI
π€ (00:41:09) Fairness
π€ (00:42:08) Reliability and safety
π€ (00:43:00) Privacy and security
π€ (00:43:45) Inclusiveness
π€ (00:44:24) Transparency
π€ (00:45:00) Accountability
π€ (00:45:45) Guidelines for Human AI Interaction
π€ (00:46:04) Follow Along Guidelines for Human AI Interaction
βοΈ Congitive Services
π€ (00:57:33) Azure Cognitive Services
π€ (00:59:41) Congitive API Key and Endpoint
π€ (01:00:08) Knowledge Mining
π€ (01:04:42) Face Service
π€ (01:06:30) Speech and Translate Service
π€ (01:08:04) Text Analytics
π€ (01:11:02) OCR Computer Vision
π€ (01:12:22) Form Recognizer
π€ (01:14:48) Form Recognizer Custom Models
π€ (01:15:34) Form Recognizer Prebuilt Models
π€ (01:17:33) LUIS
π€ (01:19:58) QnA Maker
π€ (01:24:19) Azure Bot Service
βοΈ ML Studio
π€ (01:26:45) Azure Machine Learning Service
π€ (01:28:10) Studio Overview
π€ (01:29:39) Studio Compute
π€ (01:30:48) Studio Data Labeling
π€ (01:31:45) Data Stores
π€ (01:32:34) Datasets
π€ (01:33:44) Experiments
π€ (01:34:16) Pipelines
π€ (01:35:23) ML Designer
π€ (01:36:07) Model Registry
π€ (01:36:34) Endpoints
π€ (01:37:50) Notebooks
βοΈ AutoML
π€ (01:38:41) Introduction to AutoML
π€ (01:41:15) Data Guard Rails
π€ (01:42:01) Automatic Featurization
π€ (01:43:53) Model Selection
π€ (01:44:57) Explanation
π€ (01:45:51) Primary Metrics
π€ (01:47:43) Validation Type
βοΈ Custom Vision
π€ (01:48:14) Introduction to Custom Vision
π€ (01:48:58) Project Types and Domains
π€ (01:51:54) Custom Vision Features
βοΈ Features of generative AI solutions
π€ (01:54:32) AI vs Generative AI
π€ (01:57:17) What is a LLM Large Language Model
π€ (01:58:58) Transformer models
π€ (02:00:14) Tokenization
π€ (02:01:26) Embeddings
π€ (02:02:46) Positional encoding
π€ (02:04:27) Attention
βοΈ Capabilities of Azure OpenAI Service
π€ (02:08:01) Introduction to Azure OpenAI Service
π€ (02:10:29) Azure OpenAI Studio
π€ (02:11:44) Azure OpenAI service pricing
π€ (02:13:14) What are Copilots
π€ (02:15:43) Prompt engineering
π€ (02:18:51) Grounding
π€ (02:20:36) Copilot demo
βοΈ Follow Alongs
π€ (02:24:04) Setup
π€ (02:35:02) Computer Vision
π€ (02:38:44) Custom Vision Classification
π€ (02:45:22) Custom Vision Object Detection
π€ (02:51:18) Face Service
π€ (02:54:30) Form Recognizer
π€ (02:58:01) OCR
π€ (03:02:54) Text Analysis
π€ (03:06:37) QnAMaker
π€ (03:25:11) LUIS
π€ (03:30:56) AutoML
π€ (03:48:13) Designer
π€ (03:58:31) MNIST
π€ (04:18:10) Data Labeling
π€ (04:22:38) Clean up
β€οΈ Support for this channel comes from our friends at Scrimba β the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp
Video Information
Views
457.2K
Likes
7.4K
Duration
04:23:51
Published
Feb 21, 2024
User Reviews
4.8
(91) Related Trending Topics
LIVE TRENDSRelated trending topics. Click any trend to explore more videos.