MS-DP-100T01
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 CEST
1 hour difference
3 hours difference
4 hours difference
6 hours difference
7 hours difference
9 hours difference
10 hours difference
German
Time zone CEST
French
Time zone CEST
Spanish
Time zone CEST
4 hours difference
5 hours difference
6 hours difference
7 hours difference
8 hours difference
Italian
Time zone CEST
Polish
Time zone CEST
Portuguese
1 hour difference
4 hours difference
5 hours difference
Turkish
2 hours difference
Guaranteed date:
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.
Slovenia
Currently no local training dates available. For enquiries please write to info@fastlane.si.
Europe
Germany
| 18/11/2020 ― 20/11/2020 | Online Training This is an German language FLEX course. Time zone: Europe/Berlin | Enroll | |
| 18/01/2021 ― 20/01/2021 | Stuttgart | Enroll | |
| 08/02/2021 ― 10/02/2021 | Berlin | Enroll | |
| 08/03/2021 ― 10/03/2021 | Hamburg | Enroll |
Austria
| 23/11/2020 ― 25/11/2020 | Online Training This is an German language FLEX course. Time zone: Europe/Vienna | Enroll |
France
| 02/11/2020 ― 04/11/2020 | Online Training This is an French language FLEX course. Time zone: Europe/Paris | Enroll |
Italy
| 08/02/2021 ― 10/02/2021 | Milan | Enroll |
Portugal
| 11/01/2021 ― 13/01/2021 | Online Training This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | |
| 01/03/2021 ― 03/03/2021 | Online Training This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll |
Spain
| 23/11/2020 ― 25/11/2020 | Madrid | Enroll | |
| 11/01/2021 ― 13/01/2021 | Online Training This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | |
| 01/03/2021 ― 03/03/2021 | Online Training This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll |
Middle East
United Arab Emirates
| 22/11/2020 ― 24/11/2020 | Dubai Course language: English | Enroll |