AI-900T00 Introduction to AI in Azure

Price
$695.00 USD

Duration
1 Day

 

Delivery Methods
Virtual Instructor Led
Private Group

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Course Overview

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. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform (https://azure.com/learn). The hands-on exercises in the course are based on Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in the class and to explore topics in more depth.

Who Should Attend?

The Introduction to AI in Azure 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.

  • Top-rated instructors: Our crew of subject matter experts have an average instructor rating of 4.8 out of 5 across thousands of reviews.
  • Authorized content: We maintain more than 35 Authorized Training Partnerships with the top players in tech, ensuring your course materials contain the most relevant and up-to date information.
  • Interactive classroom participation: Our virtual training includes live lectures, demonstrations and virtual labs that allow you to participate in discussions with your instructor and fellow classmates to get real-time feedback.
  • Post Class Resources: Review your class content, catch up on any material you may have missed or perfect your new skills with access to resources after your course is complete.
  • Private Group Training: Let our world-class instructors deliver exclusive training courses just for your employees. Our private group training is designed to promote your team’s shared growth and skill development.
  • Tailored Training Solutions: Our subject matter experts can customize the class to specifically address the unique goals of your team.

Learning Credits: Learning Credits can be purchased well in advance of your training date to avoid having to commit to specific courses or dates. Learning Credits allow you to secure your training budget for an entire year while eliminating the administrative headache of paying for individual classes. They can also be redeemed for a full year from the date of purchase. If you have previously purchased a Learning Credit agreement with New Horizons, you may use a portion of your agreement to pay for this class.

If you have questions about Learning Credits, please contact your Account Manager.

Corporate Tech Pass: Our Corporate Tech Pass includes unlimited attendance for a single person, in the following Virtual Instructor Led course types: Microsoft Office, Microsoft Technical, CompTIA, Project Management, SharePoint, ITIL, Certified Ethical Hacker, Certified Hacking Forensics Investigator, Java, Professional Development Courses and more. The full list of eligible course titles can be found at https://www.newhorizons.com/eligible.

If you have questions about our Corporate Tech Pass, please contact your Account Manager.

Course 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 experience

Agenda

1 - Introduction to AI concepts

  • Generative AI
  • Computer vision
  • Speech
  • Natural language processing
  • Extract data and insights
  • Responsible AI
  • Module assessment

2 - Introduction to machine learning concepts

  • What is machine learning?
  • Types of machine learning
  • Regression
  • Binary classification
  • Multiclass classification
  • Clustering
  • Deep learning
  • Transformers
  • Module assessment

3 - Design a machine learning model training solution

  • Define the problem
  • Get and prepare data
  • Train the model
  • Integrate a model
  • Monitor the model
  • Module assessment

4 - Introduction to generative AI concepts

  • What is generative AI?
  • How do language models work?
  • Understand how transformers advance language models
  • Understand differences in language models
  • Improve prompt results
  • Create responsible generative AI solutions
  • Module assessment

5 - Get started with generative AI on Azure

  • Understand generative AI applications
  • Understand tools to develop generative AI
  • Understand Azure AI Foundry's model catalog
  • Understand Azure AI Foundry capabilities
  • Understand observability
  • Module assessment

6 - Introduction to natural language processing concepts

  • Understand how language is processed
  • Understand statistical techniques for NLP
  • Understand semantic language models
  • Module assessment

7 - Get started with natural language processing on Azure

  • Understand natural language processing on Azure
  • Understand Azure AI Language's text analysis capabilities
  • Azure AI Language's conversational AI capabilities
  • Azure AI Translator capabilities
  • Get started in Azure AI Foundry
  • Module assessment

8 - Get started with speech on Azure

  • Understand speech recognition and synthesis
  • Get started with speech on Azure
  • Use Azure AI Speech
  • Module assessment

9 - Introduction to computer vision concepts

  • Overview
  • Understand image processing
  • Machine learning for computer vision
  • Understand modern vision models
  • Module assessment

10 - Get started with computer vision on Azure

  • Understand Azure AI services for computer vision
  • Understand Azure AI Vision Image Analysis capabilities
  • Understand Azure AI Vision's Face service capabilities
  • Get started in Azure AI Foundry portal
  • Module assessment

11 - Introduction to AI-powered information extraction concepts

  • Overview
  • Understand the extraction of data from images
  • Understand the extraction of data from forms
  • Understand multimodal data extraction
  • Understand data extraction for knowledge mining
  • Module assessment

12 - Get started with AI-powered information extraction on Azure

  • Azure AI services for information extraction
  • Extract information with Azure AI Vision
  • Extract multimodal information with Azure AI Content Understanding
  • Extract information from forms with Azure AI Document Intelligence
  • Create a knowledge mining solution with Azure AI Search
  • Module assessment
 

Upcoming Class Dates and Times

Aug 11
8:00 AM - 4:00 PM
ENROLL $695.00 USD
Sep 15
8:00 AM - 4:00 PM
ENROLL $695.00 USD
Oct 13
8:00 AM - 4:00 PM
ENROLL $695.00 USD
Nov 21
8:00 AM - 4:00 PM
ENROLL $695.00 USD
Dec 8
8:00 AM - 4:00 PM
ENROLL $695.00 USD
CourseID: 465
 



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