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.— €

Courseware language: English

Classroom Training

Duration 3 days

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

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.
This class will become guaranteed to run with one more student registration.
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 Summer Time (CEST)   ±1 hour

Online Training Show training days Time zone: Central European Time (CET) Guaranteed date! 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)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online Training This is a FLEX course. Time zone: British Summer Time (BST)
Online Training This is a FLEX course. Time zone: British Summer Time (BST)
+ show all dates

3 hours difference

Online Training Time zone: Gulf Standard Time (GST)

4 hours difference

Online Training Time zone: India Standard Time (IST)

6 hours difference

Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training Time zone: Eastern Standard Time (EST)

7 hours difference

Online Training Time zone: Central Standard Time (CST)
Online Training Time zone: Central Standard Time (CST)
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) Guaranteed date!
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

Germany

Munich Mit kostenlosem Zugriff auf unser Microsoft Exam Center
Hamburg
Frankfurt
Berlin
Munich
Düsseldorf

Switzerland

Basel Mit kostenlosem Zugriff auf unser Microsoft Exam Center
Bern Mit kostenlosem Zugriff auf unser Microsoft Exam Center
Zurich This is a FLEX course in German language. Time zone: Central European Time (CET) Mit kostenlosem Zugriff auf unser Microsoft Exam Center

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