> > > 40561

Microsoft Cloud Workshop: Machine Learning (40561)

 

Course Overview

In this whiteboard design session, you will work with a group to design and implement a solution that combines Azure Databricks with Azure Machine Learning service to build, train and deploy the machine learning and deep learning models. You will learn how to use automated machine learning, model lifecycle management from training to deployment, in batch and real-time inferencing scenarios, and construct deep learning models for Natural Language Processing (NLP) in text classification and forecasting against time-series data. Finally, you’ll learn to compare data with PyTorch and Keras for deep learning.

Who should attend

This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas. Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Course Objectives

After completing this course, students will understand:

  • The capabilities and implementation solutions of Azure Machine Learning and Azure Databricks.

Course Content

Module 1: Whiteboard Design Session - Machine Learning
Lessons
  • Review the customer case study
  • Design a proof of concept solution
  • Present the solution
Module 2: Hands-on lab - Machine Learning
Lessons
  • Creating a forecast model using automated machine learning
  • Understanding the automated ML generated forecast model using model explainability
  • Creating a deep learning model (RNN) for time series data and registering the model
  • Using a forecast model for scoring of streaming telemetry
  • Creating a deep learning text classification model
Classroom Training

Duration 1 day

Online Training

Duration 1 day

 
Click on town name to book Schedule
Middle East
United Arab Emirates
06/10/2019 Dubai Course language: English
20/10/2019 Online Training Time zone: Asia/Dubai Course language: English
16/02/2020 Dubai Course language: English
01/03/2020 Online Training Time zone: Asia/Dubai Course language: English
10/05/2020 Dubai Course language: English
24/05/2020 Online Training Time zone: Asia/Dubai Course language: English
09/08/2020 Dubai Course language: English
23/08/2020 Online Training Time zone: Asia/Dubai Course language: English
08/11/2020 Dubai Course language: English
22/11/2020 Online Training Time zone: Asia/Dubai Course language: English
Africa
Egypt
06/10/2019 Cairo Course language: English
20/10/2019 Online Training Time zone: Africa/Cairo Course language: English
16/02/2020 Cairo Course language: English
01/03/2020 Online Training Time zone: Africa/Cairo Course language: English
10/05/2020 Cairo Course language: English
24/05/2020 Online Training Time zone: Africa/Cairo Course language: English
09/08/2020 Cairo Course language: English
23/08/2020 Online Training Time zone: Africa/Cairo Course language: English
08/11/2020 Cairo Course language: English
22/11/2020 Online Training Time zone: Africa/Cairo Course language: English
Europe
Bulgaria
31/08/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
Croatia
02/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Zagreb
Czech Republic
10/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Prague
Hungary
23/03/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
Slovakia
11/05/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bratislava
Slovenia
30/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Spain
25/11/2019 Madrid Course language: English
09/12/2019 Online Training Time zone: Europe/Madrid Course language: English
07/01/2020 Madrid Course language: English
20/01/2020 Online Training Time zone: Europe/Madrid Course language: English
30/03/2020 Madrid Course language: English
14/04/2020 Online Training Time zone: Europe/Madrid Course language: English
29/06/2020 Madrid Course language: English
13/07/2020 Online Training Time zone: Europe/Madrid Course language: English
28/09/2020 Madrid Course language: English
13/10/2020 Online Training Time zone: Europe/Madrid Course language: English
Switzerland
30/09/2019 Zurich
30/09/2019 Basel
30/09/2019 Bern
09/12/2019 Zurich
09/12/2019 Basel
09/12/2019 Bern
United Kingdom
23/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
21/10/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
25/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
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.