Course Features

When you buy this course, you get:

  • Complete coverage of the AI-900 exam topics

  • 3 hours of high quality videos

  • Training provided by one of the top Azure trainers with over 500,000 students worldwide

You can get this course, or you can get the bundle

This course and 14 more included for one monthly or annual price

Course curriculum

  • 1

    1 - AI-900 Azure AI Fundamentals

    • Welcome to the Course

    • What is AI?

    • What is an ML Model?

    • AI-900 Exam Requirements
  • 2

    2 - Artificial Intelligence workloads and considerations

    • Common AI Workloads

    • Guiding Principles for Responsible AI

    • Fairness, Reliability & Safety, and Privacy & Security

    • Inclusiveness, Transparency, and Accountability

    • Microsoft's Official Websites for AI Principles
  • 3

    3 - Identify common machine learning types and core machine learning concepts

    • Common Machine Learning Types

    • Dataset Features and Labels

    • Training and Validation Datasets

    • Confusion Matrix, TPR, FPR, and AUC
  • 4

    4 - Core tasks in a Machine Learning solution

    • Data ingestion and Preparation

    • Feature Engineering and Selection

    • Training and Evaluation

    • Evaluating a Classification Model - The Confusion Matrix

    • Evaluating a Regression Model - R2, RMSE, and more

    • Model Deployment and Management
  • 5

    5 - No Code Machine Learning

    • Auto ML

    • DEMO: Create Azure Machine Learning Workspace

    • DEMO: Use Auto ML to Build a No Code Model

    • Machine Learning Designer

    • DEMO: Machine Learning Designer to Build a No Code Model
  • 6

    6 - Computer Vision Workloads on Azure

    • Common Types of Computer Vision Workloads

    • Computer Vision Services in Microsoft Azure

    • DEMO: Using the Computer Vision Service

    • DEMO: Using the Custom Vision Service
  • 7

    7 - Natural Language Workloads on Azure

    • Common Types of NLP Workloads

    • NLP Services in Microsoft Azure
  • 8

    8 - Conversational AI Workloads on Azure

    • Common Types of Conversational AI Workloads

    • Conversational AI Services in Microsoft Azure
  • 9

    9 - Course Wrapup and Thank You

    • Thank You!

    • Course Slides

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