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

OverviewStepsAuthor
DifficultyIntermediate
AVG Duration9h
Students635
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Content
Course Created with Sketch. 3 1 Resources Created with Sketch. 1 Exams Created with Sketch. 1 Labs Created with Sketch. 4

Description

This learning path 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

  • Set up an Azure Machine Learning workspace
  • Run experiments and train Azure Machine Learning models
  • Optimize and manage Azure Machine Learning models
  • Deploy and consume Azure Machine Learning models

Intended Audience

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

Prerequisites

  • Basic experience using Microsoft Azure

Certificate

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Learning Path Steps

1courses

This introduction gives an overview of the requirements for the Microsoft DP-100 Exam and how they will be covered.

2courses

This course explores the basic concepts of machine learning and shows hands-on examples on the Azure platform.

3labs

In this lab, use Azure's Machine Learning Studio to build an ML Pipeline to train and deploy a model.

4courses

This course explores how to use Python and machine learning to manage data ingestion, data preparation, model training, and model deployment in Microsoft Azure.

5labs

In this lab, use Azure's Machine Learning SDK to build an ML Pipeline to train and deploy a model.

6labs

In this lab, use Azure's Automated Machine Learning service to quickly develop production-ready models with minimal time and effort.

7labs

In this lab, use Azure's Machine Learning Hyperdrive package to quickly tune hyperparameters for a regression model.

8description

Before taking Microsoft's DP-100 exam, we recommend reading the material included in this resource.

9

In this lab challenge, you will take on the role of a data scientist and create a machine learning experiment and train a model. Once successful, you will deploy the model as a web service.

10exam-filled

Cert Prep: Designing and Implementing a Data Science Solution on Azure (DP-100)

About the Author
Students82019
Courses63
Learning paths76

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).