Microsoft - Microsoft Azure Machine Learning
- Offered byCoursera
Microsoft Azure Machine Learning at Coursera Overview
Duration | 11 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Microsoft Azure Machine Learning at Coursera Highlights
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 2 of 5 in the Microsoft Azure AI Fundamentals AI-900 Exam Prep Specialization
- Beginner Level General programming knowledge or experience would be beneficial.
Microsoft Azure Machine Learning at Coursera Course details
- This programe will learn how to use Azure Machine Learning to create and publish models without writing code.
- This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals.
- This is the second course in a five-course program that prepares you to take the AI-900 certification exam.
- This course teaches you the core concepts and skills that are assessed in the AI fundamentals exam domains.
- Microsoft Azure AI Fundamentals can be used to prepare for other Azure role-based certifications like Microsoft Azure Data Scientist Associate or Microsoft Azure AI Engineer Associate, but it is not a prerequisite for any of them.
Microsoft Azure Machine Learning at Coursera Curriculum
Use Automated Machine Learning in Azure Machine Learning
Introduction to Create No-code Predictive Models with Azure Machine Learning
Azure Machine Learning to Train and Deploy a Predictive Model
Weekly Summary
Course Syllabus
How to be successful in this course
Exercise Part 1: Create a Microsoft Azure Machine Learning Workspace
Exercise Part 2: Create Compute Resources?
Exercise Part 3: Explore Data
Exercise Part 4: Train a Machine Learning Model
Exercise Part 5: Deploy a Model as a Service
Exercise Part 6: Clean-up
Exercise Quiz
Knowledge Check
Test Prep
Create a Regression Model with Azure Machine Learning Designer
What is Regression?
Weekly Summary
Exercise Part 1: Create a Microsoft Azure Machine Learning Workspace
Exercise Part 2: Create Compute Resources
Exercise Part 3: Explore Data
Exercise Part 4: Create and Run a Training Pipeline
Exercise Part 5: Evaluate a Regression Model
Exercise Part 6: Create an Inference Pipeline
Exercise Part 7: Deploy a Predictive Service
Exercise Part 8: Clean-up
Exercise Quiz
Knowledge Check
Test Prep
Create a Classification Model with Azure AI
What is Classification?
Weekly Summary
Exercise Part 1: Create an Azure Machine Learning Workspace
Exercise Part 2: Create Compute Resources
Exercise Part 3: Explore Data
Exercise Part 4: Create and Run a Training Pipeline
Exercise Part 5: Evaluate a Classification Model
Exercise Part 6: Create an Inference Pipeline
Exercise Part 7: Deploy a predictive service
Exercise Part 8: Clean-up
Exercise Quiz
Knowledge Check
Test Prep
Create a Clustering Model with Azure AI
What is Clustering?
Weekly Summary
Exercise: Create a Microsoft Azure Machine Learning workspace
Exercise Part 1: Create Compute Resources
Exercise Part 2: Explore Data
Exercise Part 3: Create and Run a Training Pipeline
Exercise Part 4: Evaluate a Classification Model
Exercise Part 5: Create an Inference Pipeline
Exercise Part 6: Deploy a Predictive Service
Exercise Part 7: Clean-up
What to expect next
Exercise Quiz
Knowledge Check
Test Prep