Coursera
Coursera Logo

Microsoft - Create Machine Learning Models in Microsoft Azure 

  • Offered byCoursera

Create Machine Learning Models in Microsoft Azure
 at 
Coursera 
Overview

Duration

13 hours

Start from

Start Now

Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

Explore Free Course External Link Icon

Credential

Certificate

Create Machine Learning Models in Microsoft Azure
 at 
Coursera 
Highlights

  • Flexible deadlines Reset deadlines in accordance to the schedule
  • Earn a certificate upon completion from Coursera
Details Icon

Create Machine Learning Models in Microsoft Azure
 at 
Coursera 
Course details

Skills you will learn
More about this course
  • Machine learning is the foundation for predictive modeling and artificial intelligence
  • If students want to learn about both the underlying concepts and how to get into building models with the most common machine learning tools this path is for them
  • In this course, students will learn the core principles of machine learning and how to use common tools and frameworks to train, evaluate, and use machine learning models
  • This course is designed to prepare them for roles that include planning and creating a suitable working environment for data science workloads on Azure

Create Machine Learning Models in Microsoft Azure
 at 
Coursera 
Curriculum

Explore data and create models to predict numeric values

Introduction to the course

Exam DP-100: Designing and Implementing a Data Science Solution on Azure certification

Lesson introduction

Lesson summary

Lesson introduction

What is regression?

Lesson summary

Course syllabus

Exam DP-100: ?Skills Measured

How to be successful in this course

Explore data with NumPy and Pandas

Exercise - Explore data with NumPy and Pandas

Visualize data

Exercise - Visualize data with Matplotlib

Examine real world data

Exercise - Examine real world data

Exercise - Train and evaluate a regression model

Discover new regression models

Exercise - Experiment with more powerful regression models

Improve models with hyperparameters

Exercise - Optimize and save models

Exercise Quiz

Exercise Quiz

Exercise Quiz

Knowledge check

Exercise quiz

Exercise quiz

Exercise Quiz

Knowledge check

Test prep

Train and evaluate classification and clustering models

Lesson introduction

What is classification?

Evaluate classification models

Lesson summary

Lesson introduction

What is clustering

Lesson summary

Exercise - Train and evaluate a classification model

Exercise - Perform classification with alternative metrics

Create multiclass classification models

Exercise - Train and evaluate multiclass classification models

Exercise - Train and evaluate a clustering model

Evaluate different types of clustering

Exercise - Train and evaluate advanced clustering models

Exercise quiz

Exercise Quiz

Exercise Quiz?

Knowledge check

Exercise quiz

Exercise quiz

Knowledge check

Test prep

Train and evaluate deep learning models

Lesson introduction

Deep neural network concepts

Lesson summary

Lesson introduction

Layers in a convolutional neural network

Transfer learning

Lesson summary

Course wrap up

Exercise - Train a deep neural network

Exercise - Train a convolutional neural network

Exercise - Use transfer learning

What to expect next

Exercise quiz

Knowledge check

Exercise quiz

Exercise quiz

Knowledge check

Test prep

Create Machine Learning Models in Microsoft Azure
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

    Other courses offered by Coursera

    – / –
    3 months
    Beginner
    – / –
    20 hours
    Beginner
    – / –
    2 months
    Beginner
    – / –
    3 months
    Beginner
    View Other 6715 CoursesRight Arrow Icon
    qna

    Create Machine Learning Models in Microsoft Azure
     at 
    Coursera 

    Student Forum

    chatAnything you would want to ask experts?
    Write here...