[Last updated 5/2024] AI-102 Microsoft Azure AI Solution Complete Exam Prep 2024 (Udemy – Engsub)
About Course
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What you’ll learn:
Know how to implement solutions for the Microsoft Azure AI platform
Pass the Microsoft AI-102 Microsoft Azure AI Engineer test the first time
Achieve the Azure AI Engineer Associate badge
Understand the main concepts of Azure AI Services, beyond the ones you normally use
Be up-to-date on the latest updates to this ever-changing platform
Link gốc:
https://www.udemy.com/course/ai102-azure/
Time Course:
15.5 hours (189 Lectures + Documents)
Instructor
: Scott Duffy • 1.000.000+ Students
Total Weight:
7.23 GB
** Note
:
Chú ý:
Course Content
30 – 2024 NEW COURSE – Analyze videos
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001 Use Azure AI Video Indexer to extract insights.mp4
04:13 -
002 Use Azure AI Vision Spatial Analysis to detect presence and movement.mp4
05:54 -
003 ASSIGNMENT Official MS Learn Labs.mp4
00:57
21 – Create a bot by using the Bot Framework SDK
-
001 Overview of the Bot Framework SDK.mp4
03:59 -
002 Our first Framework Bot – EchoBot.mp4
09:18 -
003 And our second Bot – WelcomeBot.mp4
05:16 -
004 Using Bot Dialogs.mp4
05:41 -
005 Bot Framework Adaptive Cards.mp4
06:13 -
006 Tracking Events with Application Insights.mp4
04:27 -
007 Integrating with Other Cognitive Services.mp4
04:31
22 – Create a bot by using the Bot Framework Composer
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001 Overview of Bot Composer.mp4
05:24 -
002 Test a Bot Composer Chat Bot.mp4
01:25 -
003 Add Additional Dialogs in Bot Composer.mp4
02:55 -
004 Test a Bot using Bot Emulator.mp4
02:29 -
005 Publish a Bot.mp4
05:23
23 – 2024 NEW COURSE – AI-102 Microsoft Azure AI Solution Exam
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001 Welcome to the new course!.mp4
03:15 -
002 Exam requirements.mp4
05:35
24 – 2024 NEW COURSE – Select the appropriate Azure AI service
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001 Computer vision solution.mp4
07:31 -
002 Natural language processing (NLP) solution.mp4
06:56 -
003 Speech solution.mp4
02:16 -
004 Generative AI solution.mp4
04:54 -
005 Document intelligence solution.mp4
03:19 -
006 Knowledge mining solution.mp4
03:41
25 – 2024 NEW COURSE – Plan, create and deploy an Azure AI service
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001 Responsible AI principles.mp4
08:10 -
002 Create an Azure AI resource.mp4
07:11 -
003 Default endpoint for an Azure AI service.mp4
02:57 -
004 Azure AI Services Continuous integration and continuous delivery (CICD).mp4
07:41 -
005 Azure AI Services container deployment.mp4
07:04
26 – 2024 NEW COURSE – Manage, monitor, and secure an Azure AI service
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001 Configure diagnostic logging.mp4
06:27 -
002 Monitor an Azure AI resource.mp4
10:55 -
003 Manage costs for Azure AI services.mp4
07:09 -
004 Manage account keys.mp4
05:56 -
005 Protect account keys by using Azure Key Vault.mp4
08:09 -
006 CODE SAMPLE Retrieve secret from Azure Key Vault.mp4
06:03 -
007 Manage private communications.mp4
05:21 -
008 ASSIGNMENT Official MS Learn Labs.mp4
01:47
27 – 2024 NEW COURSE – Create solutions for content delivery
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001 Text moderation with Azure AI Content Safety.mp4
05:23 -
002 Image moderation with Azure AI Content Safety.mp4
02:40
28 – 2024 NEW COURSE – Analyze images
-
003 Detect objects in images and generate image tags.mp4
03:05 -
004 AI Vision Services Pricing.mp4
01:44 -
001 Azure AI Vision Services Overview.mp4
03:57 -
002 Select visual features to meet image processing requirements.mp4
03:24 -
005 Interpret image processing responses.mp4
04:04 -
006 Extract text from images using Azure AI Vision.mp4
03:57
29 – 2024 NEW COURSE – Implement custom computer vision models
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001 Choose between image classification and object detection models.mp4
03:51 -
002 Label images.mp4
08:30 -
003 Train a custom image model.mp4
02:44 -
004 Create and label a test dataset in Azure ML.mp4
04:24 -
005 Evaluate custom vision model metrics.mp4
03:59 -
006 Publish a custom vision model.mp4
02:56 -
007 Consume a custom vision model.mp4
01:50
20 – Design and implement conversation flow
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001 Overview of conversational AI solutions.mp4
02:05
31 – 2024 NEW COURSE – Analyze text by using Azure AI Language
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001 Extract key phrases.mp4
08:38 -
002 Extract entities.mp4
04:15 -
003 Determine sentiment of text.mp4
07:48 -
004 Detect the language used in text.mp4
02:50 -
005 Detect personally identifiable information (PII) in text.mp4
03:06
32 – 2024 NEW COURSE – Process speech by using Azure AI Speech
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001 Implement text-to-speech.mp4
09:42 -
002 Implement speech-to-text.mp4
05:22 -
003 Speech Synthesis Markup Language (SSML).mp4
06:46 -
004 Implement intent recognition.mp4
07:34 -
005 Implement keyword recognition.mp4
06:42
33 – 2024 NEW COURSE – Translate language
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001 Translate text and documents by using the Azure AI Translator service.mp4
04:58 -
002 DEMO Create an AI Translator Resource.mp4
04:57 -
003 DEMO Azure AI Language Studio for Translation.mp4
09:52 -
004 Implement custom translation.mp4
04:19 -
005 Translate speech-to-speech by using the Azure AI Speech service.mp4
04:44 -
006 Translate speech-to-text by using the Azure AI Speech service.mp4
02:13 -
007 Translate to multiple languages simultaneously.mp4
02:33
34 – 2024 NEW COURSE – Language Understanding Model using Azure AI Language
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001 Create intents and add utterances.mp4
08:21 -
002 Create entities.mp4
04:06 -
003 Use ChatGPT to Create Sample Utterances.mp4
01:35 -
004 Train and evaluate a conversation language understanding model.mp4
05:54 -
005 Deploy and test a conversation language understanding model.mp4
04:31 -
006 Backup and recover language understanding models.mp4
03:48
35 – 2024 NEW COURSE – Question answering solution by using Azure AI Language
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001 Overview of Custom Question Answering in Azure AI.mp4
06:16 -
002 Create a question answering project.mp4
04:16 -
003 Add question-and-answer pairs manually.mp4
02:47 -
004 Import sources.mp4
05:02 -
005 Train and test a knowledge base.mp4
07:14 -
006 Publish a knowledge base.mp4
06:30 -
007 Create a multi-turn conversation.mp4
05:12 -
008 Add alternate phrasing.mp4
04:19 -
009 Add chit-chat to a knowledge base.mp4
02:48 -
010 Export a knowledge base.mp4
01:46 -
011 Create a multi-language question answering solution.mp4
02:47
36 – 2024 NEW COURSE – Implement an Azure AI Search solution
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001 Overview of Azure AI Search.mp4
07:08 -
002 Provision an Azure AI Search resource.mp4
06:25 -
003 Create data sources.mp4
05:27 -
004 Azure AI Search Indexes.mp4
08:17 -
005 Create an index.mp4
08:45 -
006 Define a skillset.mp4
05:03 -
007 Implement custom skills.mp4
04:10 -
008 Create and run an indexer.mp4
04:52 -
009 Query an index, including syntax, sorting, filtering, and wildcards.mp4
07:09
37 – 2024 NEW COURSE – Implement an Azure AI Document Intelligence solution
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001 Overview of AI Document Intelligence.mp4
06:21 -
002 Provision a Document Intelligence resource.mp4
02:25 -
003 Use prebuilt models to extract data from documents.mp4
05:53
38 – 2024 NEW COURSE – Use Azure OpenAI Service to generate content
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001 Overview of Azure OpenAI Services.mp4
11:35 -
002 Provision an Azure OpenAI Service resource.mp4
03:52 -
003 Select and deploy an Azure OpenAI model.mp4
05:06 -
004 Submit prompts to generate natural language.mp4
06:10 -
005 Submit prompts to generate code.mp4
05:19 -
006 Use the DALL-E model to generate images.mp4
03:13
39 – Wrap-Up
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001 Thank You.mp4
01:35
11 – Image Classification with Custom Vision
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001 Create the Custom Vision Service in Azure.mp4
04:19 -
002 Train a Custom Vision Classification Model in the Portal.mp4
07:47 -
003 Train a Custom Vision Classification Model using Python SDK.mp4
04:18
02 – Course Resources
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002 Installing Python and Pycharm.mp4
04:31
03 – Select the appropriate Azure AI service
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001 Overview of Azure AI Services (formerly Cognitive Services).mp4
04:07 -
002 Azure AI Vision Services (formerly Cognitive Services for Vision).mp4
05:22 -
003 Azure AI Language Services (formerly Cognitive Services for Language).mp4
04:31 -
004 Azure AI Decision Services (formerly Cognitive Services for Decision).mp4
04:18 -
005 Azure AI Speech Services (formerly Cognitive Services for Speech).mp4
05:50
04 – Create and manage an Azure AI service
-
001 Cognitive Services API Overview.mp4
03:16 -
002 Create a Computer Vision Service.mp4
04:04 -
003 Cognitive Service Endpoint and Keys.mp4
04:19 -
004 Create Alerts for Cognitive Services.mp4
05:46 -
005 Monitor Metrics for Cognitive Services.mp4
03:30 -
006 Configure Diagnostics for Cognitive Services.mp4
10:52 -
007 Create a Multi-Service Cognitive Services Resource.mp4
05:15 -
008 Manage Costs for Azure AI Services.mp4
07:17
05 – Plan and configure security for Azure AI services
-
001 Cognitive Services Virtual Network Security.mp4
05:54 -
002 Manage authentication (Role-Based Access Control).mp4
03:53 -
003 Responsible AI Principles.mp4
05:05
06 – Deploy Azure AI services
-
001 Determine a default endpoint for a service.mp4
02:50 -
002 Continuous integrationcontinuous deployment (CICD) pipeline.mp4
03:49 -
003 Overview of Containerized Azure Cognitive Services.mp4
04:33
07 – Create solutions to detect anomalies and improve content
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001 Create a solution that uses Anomaly Detector.mp4
08:14 -
002 Anomaly Detector Demo Website.mp4
04:11 -
003 Create a solution that uses Azure Content Moderator.mp4
09:15 -
004 Create a solution that uses Personalizer.mp4
06:25 -
005 Azure Personalizer Demo.mp4
10:08 -
006 Create a solution that uses Azure Metrics Advisor.mp4
08:37 -
007 Create a solution that uses Azure Immersive Reader.mp4
04:33
08 – Implement Computer Vision Solutions
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001 Overview of Computer Vision Services.mp4
00:53 -
002 Identify Tags in an Image.mp4
03:40 -
003 Retrieve Image Description.mp4
02:07 -
004 Identify Landmarks and Celebrities.mp4
04:10 -
005 Identify Brands in Images.mp4
01:58 -
006 Moderate Adult Content.mp4
03:08 -
007 Generate Thumbnails.mp4
02:40 -
008 Computer Vision Service using Visual Studio 2019 and C#.mp4
11:03
09 – Computer Vision Text and Form Detection
-
002 Computer Vision Text Detection – Handwritten and OCR.mp4
03:38 -
003 Computer Vision Form Detection.mp4
02:18 -
004 Handwriting OCR using Visual Studio 2019 and C#.mp4
04:02
10 – Extract Facial Information from Images
-
001 Detect and Match Faces in an Image.mp4
05:48 -
002 Recognize Faces in an Image.mp4
05:57 -
003 Extract Facial Attributes.mp4
04:09 -
004 Face API using Visual Studio 2019 and C#.mp4
13:43
01 – Welcome to the Course
-
00:53
-
08:07
-
003 Quick Demo Using Cognitive Services for Language (was Text Analytics) in .NET.mp4
06:23 -
004 Udemy Video Player Tips.mp4
01:05
12 – Object Detection with Custom Vision
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001 Train a Custom Vision Object Detection Model in the Portal.mp4
06:46 -
002 Train a Custom Vision Object Detection Model in the SDK.mp4
03:08 -
003 Custom Vision Object Detection using Visual Studio 2019 and C#.mp4
03:13
13 – Analyze video by using Video Indexer
-
001 Overview of the Video Indexer Service.mp4
04:34 -
002 Video Indexer In Action.mp4
04:24
14 – Implement Natural Language Processing Solutions
-
001 Overview of Natural Language Processing Services.mp4
05:19 -
002 Extract Key Phrases using Cognitive Services for Language (was Text Analytics).mp4
03:06 -
003 Extract Entity Information using Cognitive Services for Language (was Text Analy.mp4
05:13 -
004 Extract Sentiment using Cognitive Services for Language (was Text Analytics).mp4
04:01 -
005 Detect Language using Cognitive Services for Language (was Text Analytics).mp4
01:38 -
006 Language Services Entity Recognition using Visual Studio 2019 and C#.mp4
03:10
15 – Manage speech by using the Speech service
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001 Implement Text-to-Speech Using the Speech Service.mp4
08:05 -
002 Implement Speech-to-Text Using the Speech Service.mp4
03:17
16 – Translate language
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001 Azure Translator Services.mp4
05:28 -
002 Speech-to-Speech Audio Translation.mp4
03:24 -
003 Speech-to-Text Translation.mp4
02:08
17 – LUIS – Language Understanding Service
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001 Overview of LUIS.mp4
04:02 -
002 Using the LUIS Portal – LUIS.ai.mp4
09:33 -
003 Creating a LUIS App Using the Portal.mp4
06:42 -
004 Creating a LUIS App Using the SDK.mp4
06:37
18 – Implement Knowledge Mining Solutions
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001 Overview of Azure Cognitive Search.mp4
04:55 -
002 Implement a Cognitive Search solution.mp4
05:52
19 – Create a question answering solution
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001 Create QnA Maker Resource.mp4
03:42 -
002 Create QnA Maker Knowledgebase.mp4
07:37 -
003 Edit Knowledgebase.mp4
04:33 -
004 Create Web Chat Bot for Qna Maker.mp4
04:18 -
005 Test Chat Bot.mp4
04:52 -
006 Publish QnA Bot to Channels.mp4
03:06
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