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

Intermediate
Up to 17h 53m
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Training content

9
5
1
1
COURSE
Beginner
Duration: 3 minutes and 31 seconds
DP-100 Exam Prep: Introduction
This introduction gives an overview of the requirements for the Microsoft DP-100 Exam and how they will be covered.
COURSE
Beginner
Duration: 49 minutes and 33 seconds
Introduction to Azure Machine Learning
This lesson explores the basic concepts of machine learning and shows hands-on examples on the Azure platform.
HANDS-ON LAB
Beginner
Duration: Up to 2 hours and 15 minutes
Introduction to Azure Machine Learning Studio
In this lab, use Azure's Machine Learning Studio to build an ML Pipeline to train and deploy a model.
HANDS-ON LAB
Beginner
Duration: Up to 2 hours and 30 minutes
Creating a Classification Model with AutoML in Azure Machine Learning Studio
In this lab, use Azure's Automated Machine Learning service to quickly develop production-ready models with minimal time and effort.
COURSE
Intermediate
Duration: 37 minutes and 21 seconds
Setting Up an Azure Machine Learning Development Environment
Learn how to set up a development environment on Azure.
COURSE
Intermediate
Duration: 18 minutes and 41 seconds
Accessing Data in Azure Machine Learning
In this Azure Machine Learning data access lesson, students will learn how to access data from various sources and formats using the Machine Learning Studio and the Python SDK.
COURSE
Intermediate
Duration: 14 minutes and 43 seconds
Exploring Data in Azure Machine Learning
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This course is designed to help you prepare for Microsoft's DP-100 Designing and Implementing a Data Science Solution on Azure exam. Even if you don't plan to take the exam, these courses and hands-on labs will help you learn how to use Azure's machine learning solutions.

Candidates who pass the DP-100 exam will earn the Microsoft Certified: Azure Data Scientist Associate certification.

Learning Objectives

  • Manage Azure resources for machine learning
  • Run experiments and train models
  • Deploy and operationalize machine learning solutions
  • Implement responsible machine learning

Intended Audience

  • People who want to become Azure data scientists
  • People preparing for Microsoft’s DP-100 exam

Prerequisites

  • Basic experience using Microsoft Azure
Your certificate for this learning path

About the Author

Avatar
Guy Hummel, opens in a new tab
Azure and Google Cloud Content Lead
Students
238,413
Courses
101
Learning paths
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Guy launched his first training website in 1995 and he's been helping people learn IT technologies ever since. He has been a sysadmin, instructor, sales engineer, IT manager, and entrepreneur. In his most recent venture, he founded and led a cloud-based training infrastructure company that provided virtual labs for some of the largest software vendors in the world. Guy’s passion is making complex technology easy to understand. His activities outside of work have included riding an elephant and skydiving (although not at the same time).

Covered Topics

Machine Learning
Artificial Intelligence
Microsoft Azure
Artificial Intelligence for Azure
Azure Machine Learning Studio