Designing and Implementing an Azure AI Solution (AI-102)

  • Live Online Classroom
  • 4.8
    140 Ratings
  • 300+ Learners

Class Outline — 4 Days

This four-day instructor-led course is designed to teach software developers how to create AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.  

Who should take this course?

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.   

Prerequisites

AI-900T00: Microsoft Azure AI Fundamentals course

  • Before attending this course, students must have:
  • Knowledge of Microsoft Azure and ability to navigate the Azure portal
  • Knowledge of either C# or Python
  • Familiarity with JSON and REST programming semantics
  • Recommended course prerequisites

The Training Covers These Topics:

  • Describe considerations for AI-enabled application development
  • Create, configure, deploy, and secure Azure Cognitive Services
  • Develop applications that analyze text
  • Develop speech-enabled applications
  • Create applications with natural language understanding capabilities
  • Create QnA applications
  • Create conversational solutions with bots
  • Use computer vision services to analyze images and videos
  • Create custom computer vision models
  • Develop applications that detect, analyze, and recognize faces
  • Develop applications that read and process text in images and documents
  • Create intelligent search solutions for knowledge mining

1 – Introduction to AI on Azure

  • Introduction to Artificial Intelligence
  • Artificial Intelligence in Azure

2 – Developing AI Apps with Cognitive Services

  • Getting Started with Cognitive Services
  • Using Cognitive Services for Enterprise Applications

3 – Getting Started with Natural Language Processing

  • Analyzing Text
  • Translating Text

4 – Building Speech-Enabled Applications

  • Speech Recognition and Synthesis
  • Speech Translation

5 – Creating Language Understanding Solutions

  • Creating a Language Understanding App
  • Publishing and Using a Language Understanding App
  • Using Language Understanding with Speech

6 – Building a QnA Solution

  • Creating a QnA Knowledge Base
  • Publishing and Using a QnA Knowledge Base

7 – Conversational AI and the Azure Bot Service

  • Bot Basics
  • Implementing a Conversational Bot

8 – Getting Started with Computer Vision

  • Analyzing Images
  • Analyzing Videos

9 – Developing Custom Vision Solutions

  • Image Classification
  • Object Detection

10 – Detecting, Analyzing, and Recognizing Faces

  • Detecting Faces with the Computer Vision Service
  • Using the Face Service

11 – Reading Text in Images and Documents

  • Reading text with the Computer Vision Service
  • Extracting Information from Forms with the Form Recognizer service

12 – Creating a Knowledge Mining Solution

  • Implementing an Intelligent Search Solution
  • Developing Custom Skills for an Enrichment Pipeline
  • Creating a Knowledge Store

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What People Are Saying About Us

Vanessa Boston

Really good progression on Excel Levels 1-3. Was able to take a decent survey of the capability of Excel and work on target areas like V-LookUp which were of special importance to me. You can save the Manuals Work Books for reviewing and recreating lessons as practice

Ashley Lackey

Carolyn did a great job at teaching the class and making all of the information feel manageable and easy to understand. Although the class was small and quiet she stayed engaging and thorough the entire time. I would definitely recommend this class to others!

Marissa Hogan

Carolyn was a phenomenal teacher! I learned many new things from the Excel 3 course that I took; I can’t wait to take other courses that Data Creative offers.

Mariya Petrovska

I absolutely loved the trainings I have taken with Data Creative. The instructors are very professional, easy to follow, knowledgeable and friendly. The groups are relatively small, so you get personal attention. I highly recommend them for everyone that wants to learn new skills or improve their performance.

Tony Wilson

Awesome training at a very good pace. Trainers were very open to example scenarios and unique questions. Highly recommend!

John Andrew Kenyon

Today I was took the excel level 2 class with Data Creative. The instructor was very professional and knowledgeable. He presented everything available to the lesson and more. I will definitely be taking the 3rd lesson through Data Creative.

Alejandra Cabrera

I completed the level 1 and level 2 PowerPoint training with Damian and I learned so much! I’ve been using PowerPoint for a while and had no idea that there was so much you could do with it. Damian was very easy to follow, friendly, and willing to answer any and all questions. I would definitely recommend this course for anyone looking to fine tune their skills in PowerPoint.

Antoinette Medina

Excellent communication and class setup. Classes are well structured, not too fast-paced. Nice materials, easy to review and follow even if you do not have two screens!

Robert Chalmers

Trish was an excellent facilitator and very personable. The class, Excel Level 4, was easy to follow and she encourage us all day to ask questions! She supplied us with a lot of useful information and “extras”. I learned what I was hoping to learn and had fun doing it.

Jody Old

I took the Excel Level 1, 2, 3, and the Power Point class. I have worked with Excel for over 20 years and I am blown away on how much I thought I knew, but really didn’t know. I would recommend Data Creative to anyone who would want to learn more about what different programs can do. I will be looking forward to any other class my place of employment will want me to take through this company