
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
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 CET
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
1 hour difference
2 hours difference
3 hours difference
4 hours difference
7 hours difference
8 hours difference
9 hours difference
10 hours difference
German
Time zone CET
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
French
Time zone CET
Time zone: Central European Summer Time (CEST)
Spanish
Time zone CET
Time zone: Central European Summer Time (CEST)
Time zone: Central European Summer Time (CEST)
4 hours difference
5 hours difference
6 hours difference
7 hours difference
8 hours difference
Italian
Time zone CET
Polish
Time zone CET
Portuguese
1 hour difference
Time zone: Western European Summer Time (WEST)
Time zone: Western European Summer Time (WEST)
4 hours difference
5 hours difference
Slovenia
Currently no local training dates available. For enquiries please write to info@fastlane.si.
Europe
Germany
Online Training This is an German language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Online Training This is an German language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Online Training This is an German language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Online Training This is an German language FLEX course. Time zone: Europe/Berlin | Enroll | ||
Munich | Enroll |
Austria
Online Training This is an German language FLEX course. Time zone: Europe/Vienna | Enroll |
France
Paris | Enroll | ||
Online Training This is an French language FLEX course. Time zone: Europe/Paris | Enroll | ||
Paris | Enroll |
Italy
Milan | Enroll |
Portugal
Online Training This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Online Training This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Online Training This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll |
Spain
Online Training This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Online Training This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Online Training This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll |
Switzerland
Online Training This is an German language FLEX course. Time zone: Europe/Zurich | Enroll | ||
Online Training This is an German 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 German 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 German 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 |
United Kingdom
Online Training This is an English language FLEX course. Time zone: Europe/London | Enroll |
Asia Pacific
India
Online Training This is an English language FLEX course. Time zone: Asia/Calcutta | Enroll |