Chitkara AI900 Certification

Course Instructor Praddep Raney

FREE

Course Overview

Schedule of Classes

Course Curriculum

1 Subject

AI-900 Pratice Tests

1 Exercises • 101 Learning Materials

Fundamental AI Concepts

Introduction to AI

Understand machine learning

Understand computer vision

Understand natural language processing

Understand document intelligence and knowledge mining

Understand generative AI

Understand Responsible AI

Dowloadable PPT in PDF Format

PDF

Fundamentals of Machine Learning

Introduction

What is Machine Learning

Types of Machine Learning

Regression

Binary Classificatin

Multiclass Classification

Clustering

Deep Learning

Azure Machine Learning

Exercise - Explore Automated Machine Learning in Azure Machine Learning

Test Your Knowledge

Fundamentals of Azure AI Services

Introduction

AI services on the Azure Platform

Create Azure AI service Resources

Use Azure AI Services

Understand authentication for Azure AI Services

Exercise - Explore Azure AI Services

Test Your Knowledge

Microsoft Azure AI Fundamentals: Computer Vision

Introduction

Images and image processing

Machine learning for Computer Vision

Azure AI Vision

Exercise - Analyze images in Vision Studio

Video

3:55

Test Your Knowledge

Fundamentals of Facial Recognition

Introduction

Understand Face Analysis

Get started with Face analysis on Azure

Exercise - Detect faces in Vision Studio

Video

6:11

Test your Knowledge

Fundamentals of OCR

Introduction

Get started with Azure AI Vision

Get started with Vision Studio on Azure

Exercise - Read text in Vision Studio

Video

6:36

Test Your Knowledge

Microsoft Azure AI Fundamentals: Natural Language Processing

Introduction

Understand Text Analytics

Get started with Text Analysis

Exercise - Analyze text with Language Studio

Video

20:41

Test you Knowledge

Fundamentals of question answering with the Language Service

Introduction

Understand Question Answering

Get started with the Language service and Azure Bot Service

Exercise - Use question answering with Language Studio

Video

19:52

Knowledge Check

Fundamentals of conversational language understanding

Introduction

Describe conversational language understanding

Get started with conversational language understanding in Azure

Exercise - Use Conversational Language Understanding with Language Studio

Test Your Knowledge

Fundamentals of Azure AI Speech

Introduction

Understand speech recognition and synthesis

Get started with speech on Azure

Exercise - Explore Speech Studio

Test you Kowledge

Fundamentals of language translation

Introduction

Get started with translation in Azure

Test Your Knowledge

Fundamentals of Azure AI Document Intelligence

Introduction

Explore capabilities of document intelligence

Get started with receipt analysis on Azure

Exercise - Extract from data in Document Intelligence Studio

Test your Knowledge

Fundamentals of Knowledge Mining and Azure AI Search

Introduction

Azure AI Search

Identify elements of a search solution

Create an index in the Azure portal

Query data in an Azure AI Search index

Exercise - Explore an Azure AI Search index (UI)

Trst your Knowledge

Fundamentals of Generative AI

Introduction

What is Generative AI

What are Language Models

Using language Models

What is CoPilot

Microsoft CoPilot

Considerations for Copilot prompts

Extending and developing copilots

Exercise - Explore Microsoft Copilot

Test Your Knowledge

Introduction to Azure AI Studio

Introduction

What is Azure AI Studio?

How does Azure AI Studio work

When to use Azure AI Studio

Exercise - Explore Azure AI Studio

Test Your Knowledge

Responsible Generative AI

Introduction

Plan a responsible generative AI solution

Identify potential harms

Measure potential harms

Mitigate potential harms

Operate a responsible generative AI solution

Exercise - Explore content filters in Azure AI Studio

Test Your Knowledge

AI-900 Practice Test 1

AI-900 Practice Test1

Exercise

Course Instructor

Praddep Raney

19 Courses • 1621 Students

Praddep Raney(MCT) has more than 24 years of experience in various areas of IT Infrastructure which include Pre-Sales, Consulting, Training, Designing, and Planning & Deployment. Have worked at various levels on technologies like Microsoft – Azure, Office 365, Skype for Business, Active Directory, Exchange, Lync, SCCM, SCOM, MIM, Private Cloud etc.