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Microsoft - Microsoft Azure Machine Learning 

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Microsoft Azure Machine Learning
 at 
Coursera 
Overview

Duration

11 hours

Start from

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Total fee

Free

Mode of learning

Online

Difficulty level

Beginner

Official Website

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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.
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Microsoft Azure Machine Learning
 at 
Coursera 
Course details

Skills you will learn
More about this course
  • 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

Microsoft Azure Machine Learning
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

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    Microsoft Azure Machine Learning
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