We are happy to advise you!
+65 6100 4857     Contact

Online training in the virtual classroom
E-Learning offers and more

Find out more

Designing and Implementing a Data Science Solution on Azure (DP-100T01)

 

Course Overview

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.

Who should attend

This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.

Certifications

This course is part of the following Certifications:

Prerequisites

Successful Azure Data Scientists start this role with a fundamental knowledge of cloud computing concepts, and experience in general data science and machine learning tools and techniques.

Specifically:

  • Creating cloud resources in Microsoft Azure.
  • Using Python to explore and visualize data.
  • Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow.
  • Working with containers

To gain these prerequisite skills, take the following free online training before attending the course:

  • Explore Microsoft cloud concepts.
  • Create machine learning models.
  • Administer containers in Azure

If you are completely new to data science and machine learning, please complete Microsoft Azure AI Fundamentals first.

Course Content

  • Getting Started with Azure Machine Learning
  • Visual Tools for Machine Learning
  • Running Experiments and Training Models
  • Working with Data
  • Working with Compute
  • Orchestrating Operations with Pipelines
  • Deploying and Consuming Models
  • Training Optimal Models
  • Responsible Machine Learning
  • Monitoring Models
Online Training

Duration 3 days

Price
  • US$ 1,499.—
Classroom Training

Duration 3 days

Price
  • Singapore: US$ 1,499.—
  • India: US$ 750.—
 
Click on town name or "Online Training" to book Schedule
Europe
Germany
Online Training This is a FLEX course in German language.
Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST) Course language: German
Online Training This is a FLEX course in German language.
Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course in German language.
Time zone: Central European Time (CET)
Online Training This is a FLEX course in German language.
Time zone: Central European Time (CET)
Online Training This is a FLEX course in German language.
Time zone: Central European Time (CET)
Online Training This is a FLEX course in German language.
Time zone: Central European Summer Time (CEST)
Bulgaria
Online Training Time zone: Eastern European Summer Time (EEST) Course language: English
Estonia
Online Training Time zone: Eastern European Summer Time (EEST) Course language: English
France
Online Training Time zone: Central European Summer Time (CEST) Course language: French
Online Training Time zone: Central European Time (CET) Course language: French
Italy
Online Training Time zone: Central European Summer Time (CEST) Course language: Italian
Online Training This is a FLEX course in Italian language.
Time zone: Central European Time (CET)
Online Training This is a FLEX course in Italian language.
Time zone: Central European Time (CET)
Poland
Online Training This is a FLEX course in Polish language.
Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course in Polish language.
Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course in Polish language.
Time zone: Central European Time (CET)
Switzerland
Zurich
Basel
Bern
Zurich
Basel
Bern
Online Training This is a FLEX course in German language.
Time zone: Central European Time (CET)
Basel
Bern
United Kingdom
Online Training This is a FLEX course in English language.
Time zone: British Summer Time (BST)
Online Training This is a FLEX course in English language.
Time zone: Greenwich Mean Time (GMT)
Guaranteed date:   iTLS 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.
Instructor-led Online Training:   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.
 
X Contact Contact