Introduction To AI In Azure AI-901 Training - United States

Introduction to AI in Azure AI-901 Training Course Outline

Module 1: Introduction to AI Concepts

• Introduction to AI
• Generative AI and Agents
• Text and Natural Language
• Speech
• Computer Vision
• Information Extraction
• Responsible AI
• Exercise - Explore AI Workloads

Module 2: Introduction to Generative AI and Agents

• Introduction
• Large Language Models (LLMs)
• Prompts
• AI Agents
• Exercise - Explore Generative AI

Module 3: Introduction to Natural Language Processing Concepts

• Introduction
• Tokenization
• Statistical Text Analysis
• Semantic Language Models
• Exercise - Explore Text Analytics

Module 4: Introduction to AI Speech Concepts

• Introduction
• Speech-Enabled Solutions
• Speech Recognition
• Speech Synthesis
• Exercise - Explore AI Speech

Module 5: Introduction to Computer Vision Concepts

• Introduction
• Computer Vision Tasks and Techniques
• Images and Image Processing
• Convolutional Neural Networks
• Vision Transformers and Multimodal Models
• Image Generation
• Exercise - Explore Computer Vision

Module 6: Introduction to AI-Powered Information Extraction Concepts

• Introduction
• Overview of Information Extraction
• Optical Character Recognition (OCR)
• Field Extraction and Mapping
• Exercise - Explore AI Information Extraction

Module 7: Get Started with AI in Azure

• Introduction
• Understand Azure
• Developing AI Apps on Azure
• Microsoft Foundry for AI
• Using Microsoft Foundry Endpoints
• Exercise - Get Started with Microsoft Foundry

Module 8: Get Started with Generative AI and Agents in Azure

• Introduction
• Generative AI Models
• Using a Generative AI Model
• Creating an Agent
• Exercise - Get Started with Generative AI and Agents in Microsoft Foundry

Module 9: Get Started with Text Analysis in Azure

• Introduction
• Understand Text Analysis in Foundry
• Create a Client Application that Analyzes Text
• Use Azure Language with an Agent
• Exercise - Get Started with Text Analysis in Microsoft Foundry

Module 10: Get Started with Speech in Azure

• Introduction
• Speech Recognition
• Speech Synthesis
• Creating a Speech-Capable Agent
• Exercise - Get Started with Speech in Microsoft Foundry

Module 11: Get Started with Computer Vision in Azure

• Introduction
• Multimodal Models for Image Analysis
• Image Generation Models
• Video Generation Models
• Exercise - Get Started with Computer Vision in Microsoft Foundry

Module 12: Get Started with AI-Powered Information Extraction in Azure

• Introduction
• Extract Information from Documents
• Extract Information from Audio and Video
• Exercise - Get started with Information Extraction in Microsoft Foundry

Who Should Attend this Introduction to AI in Azure AI-901 Training?

The Introduction to AI in Azure AI-901 Training is designed for professionals who want to understand the fundamentals of Artificial Intelligence and Azure AI services. It is ideal for those looking to explore AI concepts, Microsoft Azure, and responsible AI practices. This course is beneficial for professionals such as:

• AI Engineer
• Azure Administrator
• Cloud Engineer
• Data Analyst
• Software Developer
• Solution Architect
• IT Professional
• Technical Consultant

Prerequisites for the Introduction to AI in Azure AI-901 Training

There are no formal prerequisites for attending this Introduction to AI in Azure AI-901 Training. However, a basic understanding of cloud computing and general computing concepts would be beneficial for the delegates.

Introduction to AI in Azure AI-901 Training Overview

Introduction to AI in Azure AI-901 Training introduces the fundamentals of Artificial Intelligence and Microsoft Azure AI services. It covers Generative AI, Natural Language Processing, Speech, Computer Vision, and information extraction.

Delegates learn to explore Azure AI services and Microsoft Foundry for AI development. They develop skills in building AI solutions using text, speech, vision, and document intelligence. They also gain an understanding of responsible AI principles and best practices.

This 1-day course by The Knowledge Academy enables delegates to apply Azure AI capabilities in real-world scenarios. They will be able to explore AI-powered applications using Microsoft Azure and also support AI adoption through responsible and effective implementation.

Introduction to AI in Azure AI-901 Training Course Objectives

• To understand the fundamentals of Artificial Intelligence and Azure AI services
• To explore Generative AI models and AI agents in Microsoft Azure
• To apply Natural Language Processing, Speech, and Computer Vision concepts
• To build AI-powered solutions using Microsoft Foundry
• To understand AI-powered information extraction techniques
• To implement responsible AI principles in Azure AI solutions

Upon completion of this Introduction to AI in Azure AI-901 Training, delegates will have the knowledge and skills to explore Azure AI services, develop AI-powered solutions, and apply responsible AI practices using Microsoft technologies.

What's Included in this Introduction to AI in Azure AI-901 Training?

• World-Class Training Sessions from Experienced Instructors
• Interactive Learning with 24*7 Support
• Digital Delegate Pack

You’ll also get access to the MyTKA Training Portal, which will be your go to hub for all your training.
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.