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.)
  • 1,695.— €
Classroom Training

Duration 3 days

Price (VAT excl.)
  • Belgium: 1,695.— €
  • The Netherlands: 1,895.— €

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 Summer Time (CEST)
Online Training View the exact training days Time zone: Central European Time (CET) Inclusief gratis vouchers voor proefexamen & examen
Online Training This is a FLEX course. Time zone: Central European Time (CET)
1 hour difference
Online Training Time zone: Eastern European Summer Time (EEST)
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: 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)
Online Training This is a FLEX course. Time zone: British Summer Time (BST)
Online Training 4 days 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 Time zone: Gulf Standard Time (GST) Guaranteed To Run
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)
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: Eastern Standard Time (EST)
Online Training Time zone: Central Daylight Time (CDT)
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 To Run
Online Training Time zone: Central Standard Time (CST) Guaranteed To Run
Online Training Time zone: Central Standard Time (CST) Guaranteed To Run
8 hours difference
Online Training Time zone: Central Standard Time (CST)
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 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
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
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
Poland
Online Training This is a FLEX course in Polish language.   Time zone: Europe/Warsaw Enroll
Online Training This is a FLEX course in Polish language.   Time zone: Europe/Warsaw Enroll
Switzerland
Basel Mit kostenlosem Zugriff auf unser Microsoft Exam Center Enroll
Bern Mit kostenlosem Zugriff auf unser Microsoft Exam Center Enroll
Zurich Mit kostenlosem Zugriff auf unser Microsoft Exam Center Enroll
Basel Enroll
Bern Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich 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 4 days 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
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 4 days Enroll