001 Hello and Welcome to AI-102.mp4

30 – 2024 NEW COURSE – Analyze videos

0/3

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

0/7

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

0/5

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

0/2

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

0/6

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

0/5

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

0/8

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

0/2

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

0/6

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

0/7

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

0/1

001 Overview of conversational AI solutions.mp4

02:05

31 – 2024 NEW COURSE – Analyze text by using Azure AI Language

0/5

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

0/5

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

0/7

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

0/6

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

0/11

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

0/9

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

0/3

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

0/6

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

0/1

001 Thank You.mp4

01:35

11 – Image Classification with Custom Vision

0/3

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

0/1

002 Installing Python and Pycharm.mp4

04:31

03 – Select the appropriate Azure AI service

0/5

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

0/8

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

0/3

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

0/3

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

0/7

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

0/8

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

0/3

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

0/4

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

0/4

001 Hello and Welcome to AI-102.mp4

00:53

002 Exam Requirements for AI-102.mp4

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

0/3

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

0/2

001 Overview of the Video Indexer Service.mp4

04:34

002 Video Indexer In Action.mp4

04:24

14 – Implement Natural Language Processing Solutions

0/6

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

0/2

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

0/3

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

0/4

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

0/2

001 Overview of Azure Cognitive Search.mp4

04:55

002 Implement a Cognitive Search solution.mp4

05:52

19 – Create a question answering solution

0/6

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

[Last updated 5/2024] AI-102 Microsoft Azure AI Solution Complete Exam Prep 2024 (Udemy – Engsub)

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