1­-855­-778­-7246
> > > DP-100

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

 

Course Overview

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure's premier data science service, Azure Machine Learning service, to automate the data science pipeline. This course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.

Course Content

Module 1: Doing Data Science on Azure

The student will learn about the data science process and the role of the data scientist. This is then applied to understand how Azure services can support and augment the data science process.

Lessons

  • Introduce the Data Science Process
  • Overview of Azure Data Science Options
  • Introduce Azure Notebooks
Module 2: Doing Data Science with Azure Machine Learning service

The student will learn how to use Azure Machine Learning service to automate the data science process end to end.

Lessons
  • Introduce Azure Machine Learning (AML) service
  • Register and deploy ML models with AML service
Module 3: Automate Machine Learning with Azure Machine Learning service

In this module, the student will learn about the machine learning pipeline and how the Azure Machine Learning service's AutoML and HyperDrive can automate some of the laborious parts of it.

Lessons
  • Automate Machine Learning Model Selection
  • Automate Hyperparameter Tuning with HyperDrive
Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service

In this module, the student will learn how to automatically manage and monitor machine learning models in the Azure Machine Learning service.

Lessons
  • Manage and Monitor Machine Learning Models

Who should attend

This course is aimed at data scientists and those with significant responsibilities in training and deploying machine learning models.

Prerequisites

Before attending this course, students must have:

  • Azure Fundamentals
  • Understanding of data science including how to prepare data, train models, and evaluate competing models to select the best one.
  • How to program in the Python programming language and use the Python libraries: pandas, scikit-learn, matplotlib, and seaborn.
Classroom Training

Duration 3 days

Price
  • Canada: CAD 1,995
  • SA Voucher: 3
Online Training

Duration 3 days

Price
  • Canada: CAD 1,995
  • SA Voucher: 3
 
Click on town name to book Schedule
This is an Instructor-Led Classroom course
Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
  *   This class is delivered by a partner.
Canada
Jan 21-23, 2020 Guaranteed to Run Online Training 09:00 Canada/Eastern Enroll
Mar 17-19, 2020 Guaranteed to Run Online Training 09:00 Canada/Central Enroll
May 5-7, 2020 Guaranteed to Run Online Training 09:00 Canada/Pacific Enroll
Jun 23-25, 2020 Guaranteed to Run Online Training 09:00 Canada/Eastern Enroll
Aug 18-20, 2020 Guaranteed to Run Online Training 09:00 Canada/Central Enroll
Oct 20-22, 2020 Guaranteed to Run Online Training 09:00 Canada/Pacific Enroll
Dec 8-10, 2020 Guaranteed to Run Online Training 09:00 Canada/Eastern Enroll
United States
Jan 21-23, 2020 Guaranteed to Run Online Training 09:00 US/Eastern Enroll
Mar 17-19, 2020 Guaranteed to Run Online Training 09:00 US/Central Enroll
May 5-7, 2020 Guaranteed to Run Online Training 09:00 US/Pacific Enroll
Jun 23-25, 2020 Guaranteed to Run Online Training 09:00 US/Eastern Enroll
Aug 18-20, 2020 Guaranteed to Run Online Training 09:00 US/Central Enroll
Oct 20-22, 2020 Guaranteed to Run Online Training 09:00 US/Pacific Enroll
Dec 8-10, 2020 Guaranteed to Run Online Training 09:00 US/Eastern Enroll

Fast Lane Flex™ Classroom If you can't find a suitable date, don't forget to check our world-wide FLEX™ training schedule.

Europe
Germany
Feb 10-12, 2020 Berlin Enroll
Mar 16-18, 2020 Stuttgart Enroll
Apr 20-22, 2020 Hamburg Enroll
Jun 3-5, 2020 Frankfurt Enroll
Aug 3-5, 2020 Düsseldorf Enroll
Sep 7-9, 2020 Munich Enroll
Oct 12-14, 2020 Berlin Enroll
Nov 18-20, 2020 Hamburg Enroll
Austria
Apr 6-8, 2020 Vienna (iTLS) Enroll
Jun 8-10, 2020 Vienna (iTLS) Enroll
Bulgaria
Nov 23-25, 2020 This is a FLEX event Sofia Course language: English Enroll
Online Training Time zone: Europe/Sofia Enroll
Croatia
Jan 13-15, 2020 This is a FLEX event Zagreb Course language: English Enroll
Online Training Time zone: Europe/Zagreb Enroll
Czech Republic
Jun 29-Jul 1, 2020 This is a FLEX event Prague Course language: English Enroll
Online Training Time zone: Europe/Prague Enroll
France
Jan 27-29, 2020 Paris * Enroll
Jun 2-4, 2020 Paris * Enroll
Sep 14-16, 2020 Paris * Enroll
Nov 2-4, 2020 Paris * Enroll
Greece
Feb 3-5, 2020 This is a FLEX event Athens Course language: English Enroll
Online Training Time zone: Europe/Athens Enroll
Hungary
Mar 2-4, 2020 This is a FLEX event Budapest Course language: English Enroll
Online Training Time zone: Europe/Budapest Enroll
Ireland
Feb 17-19, 2020 This is a FLEX event Dublin Enroll
Online Training Time zone: Europe/Dublin Enroll
Apr 6-8, 2020 This is a FLEX event Dublin Enroll
Online Training Time zone: Europe/Dublin Enroll
Jun 15-17, 2020 This is a FLEX event Dublin Enroll
Online Training Time zone: Europe/Dublin Enroll
Italy
Feb 3-5, 2020 Milan Enroll
Apr 14-16, 2020 Rome Enroll
Jun 30-Jul 2, 2020 Rome Enroll
Sep 7-9, 2020 Milan Enroll
Oct 19-21, 2020 Rome Enroll
Dec 9-11, 2020 Milan Enroll
Netherlands
Feb 24-26, 2020 Utrecht * FastTrack - combination of classroom-based training and self-study Enroll
Apr 22-24, 2020 Eindhoven * FastTrack - combination of classroom-based training and self-study Enroll
Jun 15-17, 2020 Utrecht * FastTrack - combination of classroom-based training and self-study Enroll
Poland
Apr 6-8, 2020 This is a FLEX event Warsaw Course language: English Enroll
Online Training Time zone: Europe/Warsaw Enroll
Romania
Oct 19-21, 2020 This is a FLEX event Bucharest Course language: English Enroll
Online Training Time zone: Europe/Bucharest Enroll
Serbia
May 4-6, 2020 This is a FLEX event Belgrade Course language: English Enroll
Online Training Time zone: Europe/Belgrade Enroll
Slovakia
Aug 24-26, 2020 This is a FLEX event Bratislava Enroll
Online Training Time zone: Europe/Bratislava Enroll
Slovenia
Apr 6-8, 2020 This is a FLEX event Ljubljana Course language: English Enroll
Online Training Time zone: Europe/Ljubljana Enroll
Spain
Dec 16-18, 2019 Online Training Time zone: Europe/Madrid Course language: English Enroll
Mar 2-4, 2020 Madrid Course language: English Enroll
Mar 16-18, 2020 Online Training Time zone: Europe/Madrid Course language: English Enroll
May 25-27, 2020 Madrid Course language: English Enroll
Jun 8-10, 2020 Online Training Time zone: Europe/Madrid Course language: English Enroll
Aug 24-26, 2020 Madrid Course language: English Enroll
Sep 7-9, 2020 Online Training Time zone: Europe/Madrid Course language: English Enroll
Nov 23-25, 2020 Madrid Course language: English Enroll
Dec 8-10, 2020 Online Training Time zone: Europe/Madrid Course language: English Enroll
Sweden
Feb 17-19, 2020 This is a FLEX event Stockholm Course language: English Enroll
Online Training Time zone: Europe/Stockholm Enroll
Apr 6-8, 2020 This is a FLEX event Stockholm Course language: English Enroll
Online Training Time zone: Europe/Stockholm Enroll
Jun 15-17, 2020 This is a FLEX event Stockholm Course language: English Enroll
Online Training Time zone: Europe/Stockholm Enroll
Switzerland
Jan 7-9, 2020 Zurich Enroll
Sep 7-9, 2020 Zurich Enroll
United Kingdom
Jan 22-24, 2020 This is a FLEX event London, City
Online Training Time zone: Europe/London
Feb 17-19, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Mar 16-18, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Apr 6-8, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
May 5-7, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Jun 15-17, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Latin America
Argentina
Apr 6-8, 2020 This is a FLEX event Buenos Aires Enroll
Online Training Time zone: America/Buenos_Aires Enroll
Colombia
May 18-20, 2020 This is a FLEX event Bogotá D.C. Enroll
Online Training Time zone: America/Bogota Enroll
Costa Rica
Mar 4-6, 2020 This is a FLEX event San José Enroll
Online Training Time zone: America/Costa_Rica Enroll
Middle East
United Arab Emirates
Mar 1-3, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Mar 15-17, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
May 24-26, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Jun 7-9, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Aug 23-25, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Sep 6-8, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Nov 22-24, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Dec 6-8, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Africa
Egypt
Mar 1-3, 2020 Cairo Course language: English Enroll
Mar 15-17, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
May 24-26, 2020 Cairo Course language: English Enroll
Jun 7-9, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
Aug 23-25, 2020 Cairo Course language: English Enroll
Sep 6-8, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
Nov 22-24, 2020 Cairo Course language: English Enroll
Dec 6-8, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
 
...