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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 (excl. tax)
  • 1,890.— €
Digital courseware

Courseware language: English

Classroom Training

Duration 3 days

Price (excl. tax)
  • Germany: 1,890.— €
  • Switzerland: CHF 2,460.—
incl. catering Digital courseware

Courseware language: English

Schedule

Guaranteed date:   The course is guaranteed to run regardless of the number of participants. This excludes unforeseeable events (e.g. accident, illness of the trainer) which make it impossible to carry out the course.
Instructor-led Online Training:   Course conducted online in a virtual classroom.
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.
English
Time zone: Central European Time (CET)   ±1 hour
Online Training Time zone: IST
Online Training Time zone: Greenwich Mean Time (GMT)
Online Training Time zone: Greenwich Mean Time (GMT)
Online Training This is a FLEX course.
Time zone: British Summer Time (BST)
2 hours difference
Online Training This is a FLEX course.
Time zone: Gulf Standard Time (GST)
Online Training This is a FLEX course.
Time zone: Gulf Standard Time (GST)
Online Training This is a FLEX course.
Time zone: Gulf Standard Time (GST)
3 hours difference
Online Training Time zone: Gulf Standard Time (GST) Guaranteed date!
Online Training This is a FLEX course.
Time zone: Gulf Standard Time (GST)
Online Training Time zone: IST
Online Training This is a FLEX course.
Time zone: IST
Online Training This is a FLEX course.
Time zone: IST
Online Training This is a FLEX course.
Time zone: Gulf Standard Time (GST)
6 hours difference
Online Training Time zone: Eastern Standard Time (EST)
Online Training Time zone: Central Daylight Time (CDT) 5 days
Online Training Time zone: Central Daylight Time (CDT) 5 days
Online Training Time zone: Central Daylight Time (CDT) 5 days
Online Training Time zone: Central Daylight Time (CDT) 5 days
Online Training Time zone: Eastern Daylight Time (EDT) Guaranteed date!
Online Training Time zone: Eastern Daylight Time (EDT) Guaranteed date!
Online Training Time zone: Central Daylight Time (CDT) 5 days
7 hours difference
Online Training Time zone: Central Standard Time (CST) 5 days Guaranteed date!
Online Training Time zone: Central Standard Time (CST) 5 days Guaranteed date!
Online Training Time zone: UTC+8
Online Training Time zone: Central Standard Time (CST) Guaranteed date!
Online Training Time zone: Central Standard Time (CST) Guaranteed date!
Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Eastern Standard Time (EST)
Online Training Time zone: Eastern Standard Time (EST)
8 hours difference
Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Central Standard Time (CST)
9 hours difference
Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed date!
Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed date!
10 hours difference
Online Training Time zone: Australian Eastern Daylight Saving Time (AEDT)
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.
Germany
Hamburg
Frankfurt
Stuttgart
Düsseldorf
Berlin
Munich
Switzerland
Zurich This is a FLEX course in German language.
Time zone: Central European Time (CET)
Zurich This is a FLEX course in German language.
Time zone: Central European Time (CET)
Zurich This is a FLEX course in German language.
Time zone: Central European Time (CET)

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