AI-102 Microsoft Azure AI Solution Complete Exam Prep

Learn how to use Azure Cognitive Services to add AI to your own applications

4.43 (1961 reviews)
Udemy
platform
English
language
IT Certification
category
AI-102 Microsoft Azure AI Solution Complete Exam Prep
16,187
students
7.5 hours
content
Jan 2024
last update
$94.99
regular price

What you will 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 Cognitive Services, beyond the ones you normally use

Be up-to-date on the latest updates to this ever-changing platform

Description

Covers the requirements of the AI-102 Exam, Designing and Implementing a Microsoft Azure AI Solution.

Course updated continuously since launch, adding new quizzes and resources.

Videos have been revised several times since launch. New videos added to the course in January 2024.

Candidates for Exam AI-102 should have subject matter expertise building, managing, and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework.

Candidates for this exam should be proficient in C# or Python and should be able to use REST-based APIs and SDKs to build computer vision, natural language processing, knowledge mining, and conversational AI solutions on Azure. They should also understand the components that make up the Azure AI portfolio and the available data storage options. Plus, candidates need to understand and be able to apply responsible AI principles.

This exam measures your ability to accomplish the following technical tasks: plan and manage an Azure Cognitive Services solution; implement Computer Vision solutions; implement natural language processing solutions; implement knowledge mining solutions; and implement conversational AI solutions.


  • Plan and manage an Azure Cognitive Services solution (15-20%)

  • Implement Computer Vision solutions (20-25%)

  • Implement natural language processing solutions (20-25%)

  • Implement knowledge mining solutions (15-20%)

  • Implement conversational AI solutions (15-20%)

Taught by Scott Duffy, the number one instructor of Microsoft Azure on Udemy.


Microsoft, Windows, and Microsoft Azure are either registered trademarks or trademarks of Microsoft Corporation in the United States and/or other countries. This course is not certified, accredited, affiliated with, nor endorsed by Microsoft Corporation.


Content

Welcome to the Course

Hello and Welcome to AI-102
Exam Requirements for AI-102
Udemy Video Player Tips

Course Resources

Course Official Study Guide and SDK Reference PDFs
Installing Python and Pycharm
Where to Find the Code
Resources for AI, Cognitive Services, and This Course

Plan and Manage an Azure Cognitive Services Solution

Overview of Cognitive Services
Cognitive Services for a Vision Solution
Cognitive Services for a Language Analysis Solution
Cognitive Services for a Decision Support Solution
Cognitive Services for a Speech Solution
Plan and Manage an Azure Cognitive Services Solution

Create a Cognitive Services resource

Cognitive Services API Overview
Create a Cognitive Services Account
Cognitive Service Endpoint and Keys
Create a Cognitive Services resource

Plan and configure security for a Cognitive Services solution

Cognitive Services Security
Responsible AI Principles
Implement a Privacy Policy with Azure Policy
Plan and configure security for a Cognitive Services solution

Plan and implement Cognitive Services containers

Overview of Containerized Azure Cognitive Services

Implement Computer Vision Solutions

Overview of Computer Vision Services
Identify Tags in an Image
Retrieve Image Description
Identify Landmarks and Celebrities
Identify Brands in Images
Moderate Adult Content
Generate Thumbnails
Implement Computer Vision Solutions

Computer Vision Text and Form Detection

Computer Vision Text Detection - Handwritten and OCR
Computer Vision Form Detection
Computer Vision Text and Form Detection

Extract Facial Information from Images

Detect and Match Faces in an Image
Recognize Faces in an Image
Extract Facial Attributes
Extract Facial Information from Images

Image Classification with Custom Vision

Create the Custom Vision Service in Azure
Train a Custom Vision Classification Model in the Portal
Train a Custom Vision Classification Model using Python SDK
Image Classification with Custom Vision

Object Detection with Custom Vision

Train a Custom Vision Object Detection Model in the Portal
Train a Custom Vision Object Detection Model in the SDK
Object Detection with Custom Vision

Analyze video by using Video Indexer

A Brief Note about the Video Indexer Service
Analyze video by using Video Indexer

Implement Natural Language Processing Solutions

Overview of Natural Language Processing Services
Extract Key Phrases using Text Analytics
Extract Entity Information using Text Analytics
Extract Sentiment using Text Analytics
Detect Language using Text Analytics
Implement Natural Language Processing Solutions

Manage speech by using the Speech service

Implement Text-to-Speech Using the Speech Service
Implement Speech-to-Text Using the Speech Service
Manage speech by using the Speech service

Translate language

Azure Translator Services
Speech-to-Speech Audio Translation
Speech-to-Text Translation

LUIS - Language Understanding Service

Overview of LUIS
Using the LUIS Portal - LUIS.ai
Creating a LUIS App Using the Portal
Creating a LUIS App Using the SDK
LUIS - Language Understanding Service

Implement Knowledge Mining Solutions

Overview of Azure Cognitive Search
Implement a Cognitive Search solution
Implement Knowledge Mining Solutions

Implement Conversational AI Solutions

Overview of QnA Maker
Create QnA Maker Resource
Create QnA Maker Knowledgebase
Edit Knowledgebase
Create Web Chat Bot for Qna Maker
Test Chat Bot
Publish QnA Bot to Channels
Implement Conversational AI Solutions

Create a bot by using the Bot Framework SDK

Overview of the Bot Framework SDK
Our first Framework Bot - EchoBot
And our second Bot - WelcomeBot
Using Bot Dialogs
Bot Framework Adaptive Cards
Tracking Events with Application Insights
Integrating with Other Cognitive Services
Create a bot by using the Bot Framework SDK

Wrap-Up

Thank You
Labs and Bonus Lecture

Reviews

Ronak
September 26, 2023
Amazing course for AI-102. But for the exam, I also had to go through the Microsoft Learn trainings in addition to this training. But all in all a very good course.
Phillip
September 12, 2023
Outdated material due to Microsoft Azure AI application changes and new AI-102 Certification exam updates Aug 2023.
Andrew
September 6, 2023
This course is titled Exam Prep and in reality it was a coding course. If it was supposed to be a coding course, it should have been described that way. Even so, the instructor was way to fast in examples and explanations for anyone to code alongside him. I am sorry that I spent any money on this course and the only reason that I finished it, was the amount of time, I had set aside. I will now have to go and look for other resources (YouTube etc) where I can find a better course. I don't recommend this course at all.
Charlesr1700
August 17, 2023
Excellent course, difficult concepts laid out plain and simply and the demos are extremely helpful to. Thanks
Liviu
August 14, 2023
The trainer doesn't have a good enough skill level in order to impart knowledge. He might be very knowledgeable on the topics he is teaching, but getting the message across proves difficult.
Rahul
August 11, 2023
The instructor should also discuss some real exam questions that would help the user to anticipate how the knowledge gained in the course can be used to answer the real question
Aidan
August 1, 2023
This course was a good introduction into the AI-102 exam but is too high level to be able to pass the exam off the videos alone. Would of been better if there was more time spent in each section going through the different settings for each service rather than copy and pasting code from the quick start Microsoft guides. Would recommend reading additional documentation, using Microsoft's self-paced learning path, and practice exams before booking the exam.
Sudrashya
July 28, 2023
Code part was too fast whereas Microsoft's official content suggests having the look in the various methods of Cognitive service classes. In exam there were questions on coding, methods and events.
Adam
June 18, 2023
I think it goes without saying that any 5 hour course isn't going to be enough to pass an exam. I've taken some of Scott's other condensed courses and found them to be alright. This one is no different. My big complaint with these courses is that Scott sometimes stumbles when explaining a complex idea and it becomes a bit of word salad (which is even more obvious when looking at the transcript) and that I have to go elsewhere for an explanation. The course is outdated but there is still value. As Scott notes up front, LUIS went away so for the chapters that used that I had to go learn its replacement on my own. The good news is that this isn't hard and I ended up being able to follow subsequent chapters with no problem. The teaching assistant that answers the questions was not at all helpful. I saw multiple people struggling with the same errors (presumably because MS changed something, as they will) and he would not show how to get around it.
Mayank
May 28, 2023
The theory explained in this course in not relevant to the question being asked in the examination. I wont recommend it.
Aayushm
May 22, 2023
Good content to help you understand the concepts but the exam/practice questions are hard to answer from this
Sajid
May 21, 2023
The course is pretty outdated, doesn't cover many topics as per the 2022 / 2023 version of certification exam.
Uttam
May 9, 2023
Great course! The walkthroughs were brief but were enough for understanding. Should update the course accordint to new changes in the exam
Pritam
April 12, 2023
Course is purely based on Theory, doesn't match up with Exam Expectation at all. I Started after 30 Days otherwise surely would have gone for refund straightway.
WM
March 11, 2023
This course is a comprehensive and well-organized preparation guide for the Microsoft Azure AI Solution certification exam. The course covers all the essential topics related to artificial intelligence, machine learning, and data science on the Azure platform. Scott Duffy's presentation style is clear and easy to follow, and he provides numerous examples and hands-on exercises to reinforce the concepts covered in the course. The course includes practice tests and quizzes, which help to gauge the learner's understanding of the material and provide valuable feedback on areas that need improvement. One area where the course could be improved is the section on Azure Cognitive Search. While the course covers the basic concepts of search and the key features of Azure Cognitive Search, the material is not as in-depth as some learners might prefer. Additional learning or research may be necessary to fully understand this topic. Despite this minor drawback, the course provides excellent value for its price, and the material is presented in a clear and concise manner. The course helped me to pass the Microsoft Azure AI Solution certification exam with flying colors, and I would highly recommend it to anyone seeking to obtain this certification. One minor downside of the Microsoft Azure AI Solution Complete Exam Prep course by Scott Duffy on Udemy is that some of the topics covered may be slightly outdated. As the course was last updated in 2021, some of the information may no longer be entirely accurate, and a refreshment of the material would be beneficial. However, this is a minor issue, and the majority of the course content is still highly relevant and informative. Overall, the course is an excellent resource for anyone seeking to obtain the Microsoft Azure AI Solution certification, and I would still highly recommend it to learners.

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3777588
udemy ID
1/15/2021
course created date
6/1/2021
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