Microsoft On-Demand: Microsoft Azure AI Fundamentals (AI-900) Course Outline
***This is a Microsoft On-Demand (self-study) course, 180-day, 24/7 access via the internet***
(Applicable State and Local taxes may be added for On-Demand purchases, depending on your location.)
About This Course
We have assembled a complete package of self-study materials that cover all of the topics that are included in Microsoft's 3-day, official Instructor-led course. With these resources, you have a flexible platform that allows you to gain the knowledge you need for your job. If you also want certification, see the additional Exam Pak option--you can purchase that for $250, a 50% discount.
Audience Profile
This course is designed for anyone interested in learning about the types of solutions artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them.
Prerequisites
• Basic level of familiarity with computer technology and the Internet is assumed.
• Fundamental knowledge of Machine Learning (ML) and Artificial Intelligence (AI).
Microsoft Official E-Learning
We will be your guide through the official Microsoft Learn content directing you through this training platform which provides interactive learning modules with reading, hands-on experiences, knowledge checks and short videos.
Additional Expert Videos
Our subject matter experts provide an additional path through the Microsoft course objectives. We've assembled hours of video instruction where you can follow-along and learn from our experts.
Auditing Instructor-Led Training
With ONLC's Microsoft On-Demand training, you can also "Audit" a full instructor-led class. This gives you another perspective on how the content is presented. As a companion to the ILT course, you will receive the Microsoft Official Curriculum. (You must contact our office to reserve a seat in an upcoming class.) Note: Auditors will be able to see and hear the instructor’s presentation, however the instructor will not be able to hear you and you will not have direct access to the live instructor or lab machines.
Interested in Getting Certification? Check out our Exam Pak option!
Prepare for you Microsoft Certification by purchasing our Exam Pak for $250--a savings of 50%.
Additional Exam Pak Option includes:
24/7 Online Support
Need assistance while you are learning? Chat with our 24/7 online support specialists. And, with your permission, the expert can even take over your computer to provide assistance. (90-day access.)
Practice Exam Software
You may study at your own pace with this web-based practice exam. Exam-like questions are designed to help you prepare for your certification exam by validating your knowledge and reinforcing key concepts.
Exam Voucher with Exam-Pass Guarantee
Prepare for your exam using the practice software. Once you have achieved an 85% or above score, contact us and we will provide you with an exam voucher. Didn't pass the first time? Not a problem--you will get a second voucher with our Exam-Pass Guarantee - For details, click on the link below:
Exam Pass Guarantee
**Please call our office to order the Exam Pak. Note: Exam Paks are available at the discounted $250 price only when they are purchased at the same time as your Microsoft On-Demand class.**
Do You Still Prefer a Live, Instructor-led Class?
Already know Microsoft On-Demand, self-study training is not right for you? We also offer this same course content in a live, instructor-led format. For details, click on the link below:
AI-900: Microsoft Azure AI Fundamentals Instructor-led Training Class
Duration:
This digital course includes 8h 41m of video presentation. As a traditional class it would be a 2-day class.
Special Note Regarding This Outline
On-Demand content is presented from multiple sources. As a result, the content and/or sequencing may vary from each source.
Introduction to AI Concepts
Generative AI
Computer vision
Speech
Natural language processing
Extract data and insights
Responsible AI
Introduction to Machine Learning Concepts
What is machine learning?
Types of machine learning
Regression
Binary classification
Multiclass classification
Clustering
Deep learning
Transformers
Get Started with Machine Learning in Azure
Define the problem
Get and prepare data
Train the model
Use Azure Machine Learning studio
Integrate a model
Explore Automated Machine Learning in Azure Machine Learning
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
Get Started with Generative AI in 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
Explore generative AI in Azure AI Foundry portal
Introduction to Natural Language Processing Concepts
Understand how language is processed
Understand statistical techniques for NLP
Understand semantic language models
Get Started with Natural Language Processing in 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
Analyze text in Azure AI Foundry portal
Get Started with Speech in Azure
Understand speech recognition and synthesis
Get started with speech on Azure
Use Azure AI Speech
Explore Speech in Azure AI Foundry portal
Introduction to Computer Vision Concepts
Understand image processing
Machine learning for computer vision
Understand modern vision models
Get Started with Computer Vision in 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
Analyze images in Azure AI Foundry portal
Introduction to AI-powered Information Extraction Concepts
Understand the extraction of data from images
Understand the extraction of data from forms
Understand multimodal data extraction
Understand data extraction for knowledge mining
Get Started with AI-powered Information Extraction in 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
Extract information
View outline in Word
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