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

Price & Delivery methods

Online Training

Duration
3 days

Price (VAT excl.)
  • 1,995.— €
Classroom Training

Duration
3 days

Price (VAT excl.)
  • Belgium: 1,995.— €
  • The Netherlands: 1,995.— €

Schedule

Fast Lane 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.

English

Time zone: Central European Time (CET)

Online Training This is a FLEX course. Time zone: Central European Time (CET)
Online Training This is a FLEX course. Time zone: Central European Time (CET)

1 hour difference

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: Eastern European Summer Time (EEST)
Online Training Time zone: British Summer Time (BST)
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)
Online Training This is a FLEX course. Time zone: British Summer Time (BST)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)

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 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)

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 View the exact training days Time zone: Central Daylight Time (CDT)
Online Training View the exact training days Time zone: Central Daylight Time (CDT)
Online Training Time zone: Eastern Daylight Time (EDT) Guaranteed To Run
Online Training Time zone: Eastern Daylight Time (EDT) Guaranteed To Run
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training View the exact training days Time zone: Central Daylight Time (CDT)
Online Training View the exact training days Time zone: Central Daylight Time (CDT)

7 hours difference

Online Training Time zone: Central Standard Time (CST) Guaranteed To Run
Online Training Time zone: Central Standard Time (CST) Guaranteed To Run
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training 5 days Time zone: Central Daylight Time (CDT)
Online Training View the exact training days Time zone: Central Daylight Time (CDT)
Online Training View the exact training days Time zone: Central Daylight Time (CDT)

9 hours difference

Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed To Run
Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed To Run
This is a FLEX course, which is delivered both virtually and in the classroom.

Europe

Germany

Online Training This is a FLEX course in German language.   Time zone: Europe/Berlin Mit kostenlosem Zugriff auf unser Microsoft Exam Center Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Berlin Mit kostenlosem Zugriff auf unser Microsoft Exam Center Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Berlin Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Berlin Enroll

Bulgaria

Online Training This is a FLEX course in English language.   Time zone: Europe/Sofia Enroll

France

Online Training This is a FLEX course in French language.   Time zone: Europe/Paris Enroll
Online Training This is a FLEX course in French language.   Time zone: Europe/Paris Enroll
Online Training This is a FLEX course in French language.   Time zone: Europe/Paris Enroll
Online Training This is a FLEX course in French language.   Time zone: Europe/Paris Enroll

Greece

Online Training This is a FLEX course in English language.   Time zone: Europe/Athens Enroll

Italy

Online Training This is a FLEX course in Italian language.   Time zone: Europe/Rome Enroll
Online Training This is a FLEX course in Italian language.   Time zone: Europe/Rome Enroll
Online Training This is a FLEX course in Italian language.   Time zone: Europe/Rome Enroll
Online Training This is a FLEX course in Italian language.   Time zone: Europe/Rome Enroll

North Macedonia

Online Training This is a FLEX course in English language.   Time zone: Europe/Skopje Enroll

Slovakia

Online Training This is a FLEX course in English language.   Time zone: Europe/Bratislava Enroll

United Kingdom

Online Training This is a FLEX course in English language.   Time zone: Europe/London Enroll
Online Training This is a FLEX course in English language.   Time zone: Europe/London Enroll
Online Training This is a FLEX course in English language.   Time zone: Europe/London Enroll