AI-102 : Designing & Implementing a Microsoft Azure AI Solution

4 Days
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Intermediate

Regular Price : ~~$2400.00~~
Offer Price :$1200.00

Course Overview

AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C#, Python, or JavaScript as the programming language.

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#, Python, or JavaScript and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.

Course Outline

Module 1: Introduction to AI and AI on Azure

Introduction to AI
AI on Azure
Get started with Azure AI services
Using Azure AI Services for enterprise applications

Lab : Get Started with Azure AI Services

Provision an Azure AI Services resource
Use a REST interface
Use an SDK

Module 2: Develop computer vision solutions with Azure AI Vision

Analyze and manipulate images
Create a custom vision model
Detect and recognize faces
Analyze video

Lab : Analyze Images with Azure AI Vision
Generate captions
Create tags
Detect objects and people
Remove background

Lab : Read Text in Images
Use the Azure AI Vision for OCR

Lab : Classify Images with Azure AI Vision custom model
Create a custom model
Add COCO file
Integrate custom model into app

Module 3: Develop natural language processing solutions

Analyzing and translating text
Build a question answering solution
Build a conversational language understanding app
Custom classification and named entity extraction
Speech recognition, synthesis, and translation

Lab : Analyze Text
Detect Language
Evaluate Sentiment
Identify Key Phrases
Extract Entities
Extract Linked Entities

Lab : Create a Question Answering solution
Create and edit a knowledge base
Train, test, and deploy the knowledge base

Lab : Create a conversational language understanding app
Create intents
Create entities
Test and publish a language model
Query your model from a client app

Lab : Recognize and Synthesize Speech
Recognize Speech
Synthesize Speech

Module 4: Develop Generative AI Solutions with Azure OpenAI Service

Get started with Azure OpenAI Service
Develop apps with Azure OpenAI Service
Apply prompt engineering with Azure OpenAI Service
Use your own data with Azure OpenAI Service

Lab : Integrate Azure OpenAI into your app
Configure your application to connect to Azure OpenAI
Test your app by sending a request to your deployed model

Lab : Utilize prompt engineering in your app
Explore prompt engineering techniques
Connect your app to Azure OpenAI and test prompts with increasing prompt engineering

Lab : Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
Set up and connect your data in the chat playground
Configure your app to use your own data for augmenting the prompt

Module 5: Creating a Knowledge Mining Solution

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

Lab : Create a Custom Skill for Azure AI Search
Use an Azure Function to implement a custom skill
Integrate a custom skill into a skillset

Module 6: Develop solutions with Azure AI Document Intelligence

Use prebuilt Document Intelligence models
Train a custom Document Intelligence model

Lab : Extract Data from Forms
Train a custom model in Document Intelligence Studio
Test your custom Document Intelligence model

Course Objectives

Plan and manage an Azure AI solution
Implement decision support solutions
Implement computer vision solutions
Implement natural language processing solutions
Implement knowledge mining and document intelligence solutions
Implement generative AI solutions

Pre-requisites

Knowledge of Microsoft Azure and ability to navigate the Azure portal
Knowledge of either C#, Python, or JavaScript
Familiarity with JSON and REST programming semantics

For any custom schedule, please email us at info@gtechlearn.com or Call us at 1-844-355-9898(Toll Free - North America) or 1800 309 9898 (Toll Free - India)

This course includes:

Official MS Learn Courseware

Exam Preps

Achievement Badge from Microsoft

Course Completion Certificate

Post Training Support

Experienced & Certified Instructors

Train from AnyWhere

Interactive Hands-On Labs

Personalized Learning Plans

Flexible Scheduling

Accredited Training

Cost-Effective Pricing