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Exam Prep AI-102: Microsoft Azure AI Engineer Associate
  • Level Professional
  • Duration 16 hours
  • Course by Whizlabs
  • Offered by

About

The AI-102: Designing and Implementing a Microsoft Azure AI Solution certification exam tests the candidate’s experience and knowledge of the AI solutions that make the most of Azure Cognitive Services and Azure services. In addition, the exam also tests the candidate's ability to implement this knowledge by participating in all phases of AI solutions development—from defining requirements, and design to development, deployment, integration, maintenance, performance tuning, and monitoring. Take this Designing and Implementing a Microsoft Azure AI Solution: AI-102 exam and become a part of the futuristic world of Artificial Intelligence and grow your career by attaining Azure AI-102 certification. Azure AI engineers have experience developing solutions that use languages such as Python or C# and should be able to use REST-based APIs and software development kits (SDKs) to build secure image processing, video processing, natural language processing (NLP), knowledge mining, and conversational AI solutions on Azure. They should be familiar with all methods of implementing AI solutions. Plus, they understand the components that make up the Azure AI portfolio and the available data storage options. Azure AI engineers also need to understand and be able to apply responsible AI principles. This course contains 5+ hours of training videos. Learners could find a total of 90+ lectures in the training course with comprehensive coverage of all topics regarding the exam AI-102: Designing and Implementing a Microsoft Azure AI Solution. These lectures are divided into 5 Modules and each module is further split into lessons. The entire course includes Assessments to validate knowledge checks of learners. Also, a set of Graded Questions is available at the end of every module. Module 1: Azure AI Solutions: Planning and Management Module 2: Image & Video Processing Solutions Module 3: Natural Language Processing (NLP) Solutions Module 4: Knowledge Mining Solutions Module 5: Conversational AI Solutions Enroll in Exam Prep AI-102: Microsoft Azure AI Engineer Associate Course and advance your Azure AI Solution Workload skills with Microsoft Azure. This training course helps you develop your skills and knowledge in AI-102. You can start with fundamental certifications such as the AI-900 exam. Once you gain command over all phases of AI solutions development, you are ready to start preparing for the AI-102 exam. This AI-102 course is mainly for those who need opportunities in various job roles such as Cloud Developers, Cloud Engineers, Solutions Architects, and Cloud Architects. By the end of this course, you will be able to pass the AI-102 exam on the first attempt and master Designing and Implementing a Microsoft Azure AI Solution.

Modules

Azure AI Engineer Associate - Course Introduction

    • 5 Videos
    • 3 Readings
    • 1 Discussion
    • 1 Assignment
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1 Assignment

  • Azure AI Engineer Associate - Knowledge Check

1 Discussions

  • Meet and Greet

5 Videos

  • About the Course
  • Prerequisites for Attending this Course
  • Introduction to Azure AI Services
  • Introduction to Azure Machine Learning Services
  • Python Installation

3 Readings

  • Welcome to the Course
  • Course Outline
  • Azure AI solutions: Planning and Management - Course Overview

Azure AI Services: Appropriate Selection with Monitoring and Security

    • 12 Videos
    • 1 Assignment
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1 Assignment

  • Azure AI services : Appropriate Selection and Security - Knowledge Check

12 Videos

  • Azure AI Services - Overview
  • What are Azure AI Solutions - Part 1
  • What are Azure AI Solutions - Part 2
  • Knowledge Mining Solution
  • Responsible AI principles
  • Azure Virtual Networks
  • Demo: Protect account keys by using Azure Key Vault - Part 1
  • Demo: Protect account keys by using Azure Key Vault - Part 2
  • Manage account keys & Authentication
  • Manage account keys & Authentication - Demo
  • Manage private communications- Part 1
  • Manage private communications - Part 2

Azure AI services: Creating, Planning, and Deployment with Management & Monitoring

    • 10 Videos
    • 2 Assignment
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2 Assignment

  • Azure AI services: Creating, Planning, and Deployment with Management & Monitoring - Knowledge Check
  • Azure AI solutions: Planning and Management - Assessment

10 Videos

  • Create an Azure AI resource
  • Create an Azure AI resource - Demo
  • Configure diagnostic logging
  • Configure diagnostic logging - Demo
  • Manage costs for Azure AI services
  • Manage costs for Azure AI services - Demo
  • Monitor an Azure AI resource
  • Monitor an Azure AI resource - Demo
  • CI/CD Integration
  • Working with Containers

Azure AI Vision with OCR and AI

    • 12 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Azure AI Vision with OCR and AI - Knowledge Check

12 Videos

  • Computer Vision
  • Azure AI Vision - Overview
  • Azure AI Custom Vision - Overview
  • Azure AI Custom Vision - Demo
  • Spatial Analysis - Overview
  • Spatial Analysis - Demo
  • Image Classification & Object Detection
  • Object Detection and Image Tagging in Azure AI Vision
  • OCR for images - Azure AI Vision
  • OCR - Text Extraction
  • Azure Video Indexer
  • Azure Video Indexer - Demo

1 Readings

  • Computer Vision Models Overview

Image Classification & Object Detection

    • 9 Videos
    • 2 Assignment
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2 Assignment

  • Image Classification & Object Detection - Knowledge Check
  • Computer Vision Solutions - Assessment

9 Videos

  • Image Calssification & Object Detection
  • Image Calssification & Object Detection - Demo
  • Creating a Custom Model
  • Training a Custom Model
  • Creating and Training a Custom Model - Demo
  • Model Evaluation
  • Model Evaluation & Testing - Demo
  • Model Exporting
  • Model Exporting - Demo

Azure AI Language with Speech and Text Translation

    • 13 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Analyze text & Process Speech - Knowledge Check

13 Videos

  • Azure AI Language - Part 1
  • Azure AI Language - Part 2
  • Azure AI Language - Demo
  • Analyze Text : Key Phrases
  • Analyze Text : Entities
  • Analyze Text : Sentiment
  • Analyze Text : Language Detection
  • Azure AI Speech Service: Overview
  • Azure AI Speech Service: Demo - Part 1
  • Azure AI Speech Service: Demo - Part 2
  • Process Speech: Text-to-Speech
  • Process Speech: Speech-to-Text
  • Process Speech: Keyword & Intent Recognition

1 Readings

  • Natural Language Processing (NLP) Solutions Overview

Translate Language & Language Understanding Model

    • 14 Videos
    • 1 Assignment
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1 Assignment

  • Translate Language & Language Understanding Model - Knowledge Check

14 Videos

  • Azure Translator Service
  • Translate Speech-to-speech using Azure Services
  • Azure Speech-to-Text Translation
  • Custom Translation Models
  • Language Understanding Model : Create Intents and Add Utterances
  • Language Understanding Model : Create Entities
  • Language Understanding Model : Train, Evaluate, Deploy, and Test
  • Language Understanding Model : Optimize a Language Understanding model
  • Language Understanding Model : Integrate multiple language service model
  • Language Understanding Model- Import and Export language understand
  • Demo - Conversational Language Model: Creating Language Service Resource & Conversation Understand
  • Demo - Conversational Language Model : Training & Deployment with Performance Analysis
  • Demo - Conversational Language Model : Creating a Schema Definition and Training a Conversational Language Model
  • Demo - Conversational Language Model : Testing a Conversational Language Model

Creating Custom Question Answering Solutions

    • 10 Videos
    • 2 Assignment
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2 Assignment

  • Creating Q&A Solutions - Knowledge Check
  • Natural Language Processing (NLP) Solutions - Assessment

10 Videos

  • Creating a Question Answering Project and a Source
  • Train and test a knowledge base
  • Exporting Publishing a knowledge base
  • Creating Web Chat Bot
  • Create a multi-turn conversation
  • Adding chit-chat to a Knowledge Base
  • Demo - Conversational Language Understanding Project using Azure Language Studio
  • Demo - Deploying and Testing Azure LUIS Conversational Language Understanding Project
  • Demo - Creating a Knowledge Base : QnAMaker Tool Step-by-Step Guide
  • Demo - Knowledge Base Creation and Deployment with QnAMaker

Cognitive Search & AI Enrichment Skills

    • 7 Videos
    • 1 Readings
    • 2 Assignment
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2 Assignment

  • Azure AI Search with Document Intelligence - Knowledge Check
  • Knowledge Mining with Document Intelligence Solutions - Assessment Questions

7 Videos

  • Azure AI Search - Overview
  • Demo: Azure AI Search Skillset Concepts
  • Azure AI Document Intelligence Overview
  • Azure AI Document Intelligence with Pre Built Models - Demo
  • Azure AI Document Intelligence - Custom Model
  • Demo: Build an Azure AI Document Intelligence custom skill for Azure AI Search - Part 1
  • Demo: Build an Azure AI Document Intelligence custom skill for Azure AI Search - Part 2

1 Readings

  • Knowledge Mining with Document Intelligence Solutions Overview

Untitled Lesson

    • 15 Videos
    • 2 Readings
    • 4 Assignment
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4 Assignment

  • Build, Test and Publish Conversational Bot - Knowledge Check
  • Generative AI & Azure OpenAI with Content Safety Services - Knowledge Check
  • Generative AI with Content Moderation Solutions - Assessment
  • Overall Assessment

15 Videos

  • Generative AI Solutions - Overview
  • Azure OpenAI - Overview and Service Models Part 1
  • Azure OpenAI - Overview and Service Models Part 2
  • Azure OpenAI Service - Natural Language Solutions
  • Azure OpenAI - Prompt engineering techniques
  • Azure OpenAI Service REST API
  • Decision Support Solutions - Overview
  • Azure AI Content Safety - Overview
  • Azure AI Content Safety - Demo
  • Generate and improve code with Azure OpenAI Service - Part 1
  • Generate and improve code with Azure OpenAI Service - Part 2
  • Generate images with Azure OpenAI Service
  • Summary of AI-102
  • How to Prepare for the Exam
  • Key Takeaways

2 Readings

  • Generative AI with Content Moderation Solutions Overview
  • Course Conclusion

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