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

Prices & Delivery methods

Online training

Duration 3 days

Price (excl. tax)
  • 1.890,– €
Classroom training

Duration 3 days

Price (excl. tax)
  • Sverige: 1.890,– €

Schedule

English
Time zone: Central European Summer Time (CEST)   ±1 hour
Online training Time zone: Eastern European Summer Time (EEST) Course language: English
Online training This is a FLEX course. Time zone: British Summer Time (BST)
Online training Time zone: Eastern European Summer Time (EEST) Course language: English
Online training View the exact training days Time zone: Central European Time (CET) Course language: English Inclusief gratis vouchers voor proefexamen & examen
Online training This is a FLEX course. Time zone: Greenwich Mean Time (GMT)
Online training 4 days This is a FLEX course. Time zone: Greenwich Mean Time (GMT)
Online training This is a FLEX course. Time zone: Central European Time (CET)
Online training This is a FLEX course. Time zone: Greenwich Mean Time (GMT)
2 hours difference
Online training Time zone: Gulf Standard Time (GST) Course language: English guaranteed!
3 hours difference
Online training This is a FLEX course. Time zone: Gulf Standard Time (GST)
6 hours difference
Online training 5 days Time zone: Central Daylight Time (CDT) Course language: English
Online training 5 days Time zone: Central Daylight Time (CDT) Course language: English
Online training 5 days Time zone: Central Daylight Time (CDT) Course language: English
Online training 5 days Time zone: Central Daylight Time (CDT) Course language: English
Online training Time zone: Eastern Standard Time (EST) Course language: English
7 hours difference
Online training Time zone: Eastern Standard Time (EST) Course language: English
Online training Time zone: Central Daylight Time (CDT) Course language: English
Online training Time zone: Central Standard Time (CST) Course language: English
Online training Time zone: Central Standard Time (CST) Course language: English
Online training Time zone: Central Standard Time (CST) Course language: English guaranteed!
Online training Time zone: Central Standard Time (CST) Course language: English guaranteed!
Online training Time zone: Central Standard Time (CST) Course language: English guaranteed!
8 hours difference
Online training Time zone: Central Standard Time (CST) Course language: English
9 hours difference
Online training Time zone: Pacific Daylight Time (PDT) Course language: English
Online training Time zone: Pacific Daylight Time (PDT) Course language: English
Guaranteed date:   We 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 is an Instructor-Led Online course
This is a FLEX course, which is delivered both virtually and in the classroom.
Europe
Bulgaria
Sofia This is an English language FLEX course. Time zone: Eastern European Summer Time (EEST) Course language: English
Greece
Athens This is an English language FLEX course. Time zone: Eastern European Summer Time (EEST) Course language: English
North Macedonia
Skopje This is an English language FLEX course. Time zone: Central European Time (CET) Course language: English
Slovakia
Bratislava This is an English language FLEX course. Time zone: Central European Time (CET) Course language: English
United Kingdom
London, City This is an English language FLEX course. Time zone: British Summer Time (BST) Course language: English
London, City This is an English language FLEX course. Time zone: Greenwich Mean Time (GMT) Course language: English
London, City 4 days This is an English language FLEX course. Time zone: Greenwich Mean Time (GMT) Course language: English
London, City This is an English language FLEX course. Time zone: Greenwich Mean Time (GMT) Course language: English
London, City This is an English language FLEX course. Time zone: British Summer Time (BST) Course language: English
London, City This is an English language FLEX course. Time zone: British Summer Time (BST) Course language: English
London, City This is an English language FLEX course. Time zone: British Summer Time (BST) Course language: English
London, City 4 days This is an English language FLEX course. Time zone: British Summer Time (BST) Course language: English
This is a FLEX course, which is delivered both virtually and in the classroom.