
Designing and Implementing a Data Science Solution on Azure (DP-100T01)
Course Overview
DP-100 is an outstanding data science course that our students have found of great value.
It is important to reinforce however that this course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.
Before attending this course, students MUST have:
- Deep experience in training, building, and evaluating machine learning models
- A solid command of Python and its data science libraries including: pandas, scikit-learn, matplotlib, and seaborn.
- Experience with statistical learning concepts such as: regression, correlation, normalization, feature importance, and AUC - ROC
- Azure Fundamentals
Microsoft Exam Center – The Certification Success Program
Book your course with Fast Lane and gain access to the following services FREE OF CHARGE:
- Online Self-Assessments - Pre and Post Training
- Live Exam Prep Study Sessions
- Practice Tests
For more information visit our Microsoft Exam Center.
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
Before attending this course, students must have:
- A fundamental knowledge of Microsoft Azure
- Experience of writing Python code to work with data, using libraries such as Numpy, Pandas, and Matplotlib.
- Understanding of data science; including how to prepare data, and train machine learning models using common machine learning libraries such as Scikit-Learn, PyTorch, or Tensorflow.
Course Objectives
- Introduction to Azure Machine Learning
- No-Code Machine Learning with Designer
- Running Experiments and Training Models
- Working with Data
- Compute Contexts
- Orchestrating Operations with Pipelines
- Deploying and Consuming Models
- Training Optimal Models
- Interpreting Models
- Monitoring Models
Course Content
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.
Schedule
English
Time zone GMT
1 hour difference
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
3 hours difference
4 hours difference
5 hours difference
6 hours difference
8 hours difference
9 hours difference
11 hours difference
French
1 hour difference
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Portuguese
Time zone GMT
Time zone: Western European Summer Time (WEST)
Time zone: Western European Summer Time (WEST)
Time zone: Western European Summer Time (WEST)
3 hours difference
4 hours difference
German
1 hour difference
Spanish
1 hour difference
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
3 hours difference
4 hours difference
5 hours difference
6 hours difference
7 hours difference
Italian
1 hour difference
Polish
1 hour difference
United Kingdom
London, City This is a FLEX course. Time zone: Europe/London |
Enroll: for online training for classroom training |
||
London, City This is a FLEX course. Time zone: Europe/London |
Enroll: for online training for classroom training |
||
London, City This is a FLEX course. Time zone: Europe/London |
Enroll: for online training for classroom training |
Europe
Germany
Online Training This is an English language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Munich | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Berlin | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Berlin | Enroll |
France
Online Training This is an English language FLEX course. Time zone: Europe/Paris | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Paris | Enroll |
Portugal
Online Training This is an English language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Lisbon | Enroll |
Spain
Online Training This is an English language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Madrid | Enroll |
Switzerland
Online Training This is an English language FLEX course. Time zone: Europe/Zurich | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Zurich | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Zurich Course language: English | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Zurich | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Zurich Course language: English | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Zurich | Enroll | ||
Online Training This is an English language FLEX course. Time zone: Europe/Zurich Course language: English | Enroll |