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Course Description

Learn about the fundamental concepts of artificial intelligence (AI) and the services in Microsoft Azure to build AI solutions. Experience a hands-on approach to see AI in action and explore Azure AI services. Microsoft Azure includes a suite of tools that enables learners to ingest data, build machine learning (ML) models, and deploy those models as REST API web services. Azure also includes a number of platform-as-a-service cognitive services that offer learners access to pre-trained ML models. 

This course covers the objectives for Microsoft Exam AI-900: Microsoft Azure AI Fundamentals. This exam is required to fulfil the requirements of the Microsoft Certified: Azure AI Fundamentals professional certification. Each learner enrolled in this course will be eligible for one attempt to write the Microsoft Azure AI Fundamentals Certification Exam (AI-900) before the course section end date.

Course Details

Learning Outcomes

By completion of this course, successful students will be able to:

  • Describe Artificial Intelligence workloads and considerations
  • Describe fundamental principles of machine learning on Azure
  • Describe features of computer vision workloads on Azure
  • Describe features of Natural Language Processing (NLP) workloads on Azure

Topics

Module 1: Introduction to AI

  • Common uses of artificial intelligence (AI)
  • Types of workload associated with AI
  • Considerations and principles for responsible AI development

Module 2: Machine Learning

  • Fundamental machine learning concepts
  • How to use Azure Machine Learning to create and publish machine learning models

Module 3: Computer Vision

  • Computer vision concept
  • Computer vision techniques and services

Module 4: Natural Language Processing

  • Scenarios for AI solutions that can process written and spoken language
  • Solutions that analyze text, recognize and synthesize speech, translate between languages, and interpret commands.

Module 5: Decision Support

  • Anomaly Detector

Who is this course for?

The Microsoft Azure AI Fundamentals course is for individuals with both technical or non-technical backgrounds, who are interested in learning how to create AI and ML applications using Microsoft Azure. Prior experience in data science and software engineering are not required for this course. Some general programming knowledge or experience would be beneficial.

This course can be used to prepare candidates for other Azure Certification courses like DAT 370 Designing and Implementing a Data Science Solution on Azure and DAT 380 Designing and Implementing a Microsoft Azure AI Solution with Project. It designed for those who wish to pursue future careers like:

  • Machine Learning / AI Engineer
  • Data Scientist
  • Machine Learning / AI Developer

Notes

Software Requirements

This course includes extensive hands-on activities designed to help you learn by working with Azure. To complete the labs in this course, you will need:

  • A modern web browser - for example, Microsoft Edge
  • Microsoft Azure Lab Access (will be provided at no additional cost)

Prerequisites

There are no prerequisites for this course, however, a basic level of familiarity with computer technology, cloud computing, 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 Python, so knowledge of fundamental programming principles will be helpful.
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Enrol Now - Select a section to enrol in
Section Schedule
Mar 29, 2023 to Apr 12, 2023
Type
Online Synchronous
Days
W, Th
Time
4:30PM to 8:00PM
Dates
Mar 29, 2023 to Mar 30, 2023
Type
Online Asynchronous
Dates
Mar 29, 2023 to Apr 12, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Sessions: Wed, Thu 4:30PM - 8:00PM; 29 Mar 2023 to 30 Mar 2023

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
Apr 11, 2023 to Apr 25, 2023
Type
Online Synchronous
Days
T, W
Time
6:00PM to 9:30PM
Dates
Apr 11, 2023 to Apr 12, 2023
Type
Online Asynchronous
Dates
Apr 11, 2023 to Apr 25, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Required Software
This course includes extensive hands-on activities designed to help you learn by working with Azure. To complete the labs in this course, you will need: A modern web browser - for example, Microsoft Edge A Microsoft Azure subscription Microsoft Teams
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Schedule: Tue, Wed 6:00PM - 9:30PM ; 11 Apr 2023 to 12 Apr 2023

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
Apr 15, 2023 to Apr 29, 2023
Type
Online Synchronous
Days
Sa
Time
8:00AM to 4:00PM
Dates
Apr 15, 2023
Type
Online Asynchronous
Dates
Apr 15, 2023 to Apr 29, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Session: Sat 8:00AM - 4:00PM, 15 Apr 2023

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
Apr 26, 2023 to May 10, 2023
Type
Online Synchronous
Days
W, Th
Time
4:30PM to 8:00PM
Dates
Apr 26, 2023 to Apr 27, 2023
Type
Online Asynchronous
Dates
Apr 26, 2023 to May 10, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Sessions: Wed, Thu 4:30PM - 8:00PM, 26 Apr 2023 and 27 Apr 2023.

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
May 06, 2023 to May 20, 2023
Type
Online Synchronous
Days
Sa
Time
8:00AM to 4:00PM
Dates
May 06, 2023
Type
Online Asynchronous
Dates
May 06, 2023 to May 20, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Session: Sat 8:00AM - 4:00PM, 06 May 2023 

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
May 15, 2023 to May 29, 2023
Type
Online Synchronous
Days
M, T
Time
6:00PM to 9:30PM
Dates
May 15, 2023 to May 16, 2023
Type
Online Asynchronous
Dates
May 15, 2023 to May 29, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates.

Live Sessions: Mon, Tue 6:00PM - 9:30PM, 15 May 2023 and 16 May 2023

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
Jun 03, 2023 to Jun 17, 2023
Type
Online Synchronous
Days
Sa
Time
8:00AM to 4:00PM
Dates
Jun 03, 2023
Type
Online Asynchronous
Dates
Jun 03, 2023 to Jun 17, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Session: 3 June 2023, Saturday, 8:00 AM to 4:00 PM

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
Jun 12, 2023 to Jun 26, 2023
Type
Online Synchronous
Days
M, T
Time
6:00PM to 9:00PM
Dates
Jun 12, 2023 to Jun 13, 2023
Type
Online Asynchronous
Dates
Jun 12, 2023 to Jun 26, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates.

Live Sessions: Mon, Tue 6:00PM - 9:00PM, 12 Jun 2023 and 13 Jun 2023

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

Section Schedule
Jun 24, 2023 to Jun 30, 2023
Type
Online Synchronous
Days
Sa
Time
8:00AM to 4:00PM
Dates
Jun 24, 2023
Type
Online Asynchronous
Dates
Jun 24, 2023 to Jun 30, 2023
Schedule and Location
View Details
Hours
15.0
Delivery Options
Online Sync/Async  
Course Fees
flat fee non-credit $0.00
Instructor(s)
Section Notes

Classes are held online in real time (Mountain Time) at the specified time and dates. 

Live Session: Sat, 24 Jun 2023, 8:00 AM - 4:00 PM

You will require access to a computer with an Internet connection, a headset with speakers and microphone and webcam.

To be eligible to write your Microsoft Certification Exam at no cost, more information will be given at the workshop session.

This course uses Desire2Learn (D2L), an online learning management system, and Microsoft Teams. The instructor will post your course outline and other materials in D2L. For more information, please visit our Online Learning Resources.

Unless notified, all online courses are available at 9 am MT the day before the start date. 

For the best experience, your computer and internet connection should meet certain requirements. See the recommended requirements...

Students unfamiliar with online learning are encouraged to take our free Digital Skills for Learning Online course.

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least three calendar days prior to the start date of the course.

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