Description

Duration

1 Days

6 CPD hours

This course is intended for

The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don?t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.

This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them.

Prerequisites

Prerequisite certification is not required before taking this course. Successful Azure AI Fundamental students start with some basic awareness of computing and internet concepts, and an interest in using Azure AI services. Specifically:

Experience using computers and the internet.

Interest in use cases for AI applications and machine learning models.

A willingness to learn through hands-on exp...

1 - Fundamental AI Concepts

Understand machine learning

Understand computer vision

Understand natural language processing

Understand document intelligence and knowledge mining

Understand generative AI

Challenges and risks with AI

Understand Responsible AI

2 - Fundamentals of machine learning

What is machine learning?

Types of machine learning

Regression

Binary classification

Multiclass classification

Clustering

Deep learning

Azure Machine Learning

3 - Fundamentals of Azure AI services

AI services on the Azure platform

Create Azure AI service resources

Use Azure AI services

Understand authentication for Azure AI services

4 - Fundamentals of Computer Vision

Images and image processing

Machine learning for computer vision

Azure AI Vision

5 - Fundamentals of Facial Recognition

Understand Face analysis

Get started with Face analysis on Azure

6 - Fundamentals of optical character recognition

Get started with Vision Studio on Azure

7 - Fundamentals of Text Analysis with the Language Service

Understand Text Analytics

Get started with text analysis

8 - Fundamentals of question answering with the Language Service

Understand question answering

Get started with the Language service and Azure Bot Service

9 - Fundamentals of conversational language understanding

Describe conversational language understanding

Get started with conversational language understanding in Azure

10 - Fundamentals of Azure AI Speech

Understand speech recognition and synthesis

Get started with speech on Azure

11 - Fundamentals of Azure AI Document Intelligence

Explore capabilities of document intelligence

Get started with receipt analysis on Azure

12 - Fundamentals of Knowledge Mining with Azure Cognitive Search

What is Azure Cognitive Search?

Identify elements of a search solution

Use a skillset to define an enrichment pipeline

Understand indexes

Use an indexer to build an index

Persist enriched data in a knowledge store

Create an index in the Azure portal

Query data in an Azure Cognitive Search index

13 - Fundamentals of Generative AI

What is generative AI?

Large language models

What is Azure OpenAI?

What are copilots?

Improve generative AI responses with prompt engineering

14 - Fundamentals of Azure OpenAI Service

What is generative AI

Describe Azure OpenAI

How to use Azure OpenAI

Understand OpenAI's natural language capabilities

Understand OpenAI code generation capabilities

Understand OpenAI's image generation capabilities

Describe Azure OpenAI's access and responsible AI policies

15 - Fundamentals of Responsible Generative AI

Plan a responsible generative AI solution

Identify potential harms

Measure potential harms

Mitigate potential harms

Operate a responsible generative AI solution

Additional course details:

Nexus Humans AI-900T00 - Microsoft Azure AI Fundamentals training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the AI-900T00 - Microsoft Azure AI Fundamentals course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

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AI-900T00 Microsoft Azure AI Fundamentals

By Nexus Human

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