- €90
Azure AI Fundamentals
- 80 Lessons
In this online training you will learn foundational knowledge about the artificial intelligence environment in the Azure cloud. The training will introduce you to fundamental artificial intelligence and machine learning concepts, Azure cloud services, and AI authoring tools. You will gain awareness of common AI workloads and the specific Azure services that support them.
This training prepares you for the AI-900 Azure AI Fundamentals exam and certification.
Here's What You'll Get
80
Lessons
47
Videos
40
Exam Questions
12
Application Demos
This course will introduce you to the essentials of cloud-scale AI and machine learning services in Azure, setting a solid foundation for the Microsoft AI-900 certification exam.
Traditionally, the Microsoft AI-900 training is offered as a 1-day classroom course. But in response to the challenges posed by the Covid pandemic, I began to create video lectures covering the curriculum of the AI-900 training. This effort has evolved into this online course that stands as a comprehensive alternative to the in-person classroom training experience.
The course covers all the topics you would encounter in the classroom. You will learn about machine learning, regression, classification, clustering, computer vision, natural language processing and conversational AI chatbots. You'll also learn how Azure cloud services support machine learning workloads, and how you can easily get started with the prebuilt neural networks hosted in the Azure Cognitive Services.
As you progress through the training material, you will explore AI services, provision and deploy computer vision and language services, and run Python applications that execute machine learning workloads in the cloud. The lab assignments are designed to teach you hands-on skills directly applicable to real-world scenarios.
In addition to the course content and labs, this course includes 40 practice questions specifically designed to prepare you for the AI-900 exam. These questions have been carefully designed to mimic the format of the actual exam, ensuring you have the opportunity to test your knowledge and identify areas for further study.
The training covers the following topics:
What is AI
The history of AI
AI in Microsoft Azure
Bias in AI
Risks with AI
Principles of responsible AI
Machine Learning
Anomaly Detection
Regression
Classification
The Confusion Matrix
Clustering
Azure Machine Learning
Automated Machine Learning
The Azure Machine Learning Designer
Computer Vision
Image Classification
Object Detection
Semantic Segmentation
Image Analysis
Face Detection
Face Recognition
Optical Character Recognition
The Cognitive Services
The Computer Vision Service
The Face Service
Reading text
Analyzing forms
Natural Language Processing
Text analytics
Speech Recognition and Synthesis
Machine translation
Language Understanding
Responsible conversational bots
Lesson Preview
Check out this training lesson preview in which I demonstrate a small C# application that uses the Azure Cognitive Services to automatically caption images and detect and recognize faces in the image.
The video covers the Cognitive Services, the Face service and the Computer Vision service.
Featured Topics
Here are four random topics taken from the contents of this training course. This is the valuable Azure AI knowledge you'll be learning by taking and completing this course.
Machine Learning
Learn the fundamentals of machine learning, including regression, classification and clustering
Computer Vision
Build computer vision applications that can analyze images, detect objects, recognize faces and process printed forms.
Natural Language Processing
Learn how to build cloud applications that can analyze, translate and understand written text and live speech.
Prompt Engineering
Learn the fundamentals of prompt engineering and identify the risks of fake news generation and hallucination.
What You'll Need
For this course you will need a computer (running Windows, OS/X, or Linux), a web browser (Chrome, Edge or Firefox) and a Microsoft Azure subscription (either free or pay as you go).
Sign Up For This Training
Buy this course and get lifetime access, or become a member and get exclusive access to every course on the site, including new courses I'll add in the future.
Once your payment clears, you will get instant access to the training platform.
Please note that the listed price is ex VAT. Registered EU businesses with a valid VAT number can defer the VAT during checkout. Non-EU businesses and individuals do not pay VAT.
Buy This Course
€90 one-time
€90 one-time payment
Buy only this course
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€30/month or €300/year
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Contents
Course Introduction
Introduction To AI
Machine Learning
Computer Vision
Natural Language Processing
In Conclusion
What My Students Are Saying
Mark’s courses are a great way to springboard your career. You will be challenged and thrilled as you work with machine learning code and watch your app do things that we could only dream of doing just a few decades ago.
Mike Carter
Mark Farragher is a superb teacher! He really understands the topics he teaches. His Machine Learning course is mind-blowing. I took the best decision attending to this course, and I’m sure it’s is going to make a big difference in my life.
João Da Mota
Still Got Questions?
I hope I've given you a clear overview of the contents of this training course. But if anything is still unclear and you have some unanswered questions, then please check out this FAQ section
What is an online training?
In an online training you can study the training lectures and work on the homework assignments in your own time and at your own pace. You can spend as many or as little hours per week as you want on the training.
What's included?
You will receive prerecorded online video lectures, text lectures, multiple-choice quizzes and homework exercises.
How am I supported?
You are supported through email, and you can also book a 30-minute video support call with me if you want. I will help you with the training lectures and homework projects and get you ready for your certification exams.
Who should attend?
An online training is ideal for tech professionals who want to set their own learning pace and prefer to work independently with a bit of guidance and support throughout the training.
Where is the training hosted?
I host all my training content on Podia, a well-known e-learning platform based in the United States.
How long do I have access?
You have unlimited access to the online training content and your login account will never expire.
Can you train my entire team?
Yes! I often host classroom trainings where I teach tech subjects to an entire business team. Contact me and we'll get it organised.
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