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.
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.
Asia Pacific
Australia
Online Training Time zone: Australia/Melbourne US$ 997.50 Course language: English |
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Online Training Time zone: Australia/Melbourne Course language: English |
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Online Training Time zone: Australia/Melbourne Course language: English |
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Online Training Time zone: Australia/Melbourne Course language: English |
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Online Training Time zone: Australia/Melbourne Course language: English |
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India
Online Training Time zone: Asia/Calcutta Course language: English | Enroll | ||
Bangalore This is an English language FLEX course. Time zone: Asia/Calcutta US$ 1,495.- | Enroll | ||
Bangalore This is an English language FLEX course. Time zone: Asia/Calcutta US$ 1,495.- | Enroll |
Singapore
Online Training Time zone: Asia/Singapore Course language: English | Enroll |
Europe
Germany
Hamburg This is an German language FLEX course. Time zone: Europe/Berlin 1,890.- € | Enroll | ||
Frankfurt This is an German language FLEX course. Time zone: Europe/Berlin 1,890.- € | Enroll | ||
Hamburg This is an German language FLEX course. Time zone: Europe/Berlin 1,890.- € | Enroll | ||
Düsseldorf This is an German language FLEX course. Time zone: Europe/Berlin 1,890.- € | Enroll | ||
Munich | Enroll | ||
Hamburg This is an German language FLEX course. Time zone: Europe/Berlin 1,890.- € | Enroll | ||
Berlin | Enroll | ||
Frankfurt This is an German language FLEX course. Time zone: Europe/Berlin 1,890.- € | Enroll |
Austria
Vienna (iTLS) This is an German language FLEX course. Time zone: Europe/Vienna 1,890.- € | Enroll |
France
Paris | Enroll | ||
Online Training Time zone: Europe/Paris Course language: French | Enroll | ||
Paris This is an French language FLEX course. Time zone: Europe/Paris | Enroll | ||
Paris | Enroll | ||
Online Training Time zone: Europe/Paris Course language: French | Enroll | ||
Paris | Enroll | ||
Online Training Time zone: Europe/Paris Course language: French | Enroll | ||
Paris This is an French language FLEX course. Time zone: Europe/Paris | Enroll | ||
Paris | Enroll | ||
Online Training Time zone: Europe/Paris Course language: French | Enroll |
Italy
guaranteed date! | Online Training Time zone: Europe/Rome Course language: Italian | Enroll | |
Online Training Time zone: Europe/Rome Course language: Italian | Enroll | ||
Milan | Enroll | ||
Rome | Enroll | ||
Milan | Enroll | ||
Rome | Enroll |
Poland
Online Training Time zone: Europe/Warsaw Course language: Polish | Enroll | ||
Online Training Time zone: Europe/Warsaw Course language: Polish | Enroll | ||
Online Training Time zone: Europe/Warsaw Course language: Polish | Enroll | ||
Online Training Time zone: Europe/Warsaw Course language: Polish | Enroll | ||
Online Training Time zone: Europe/Warsaw Course language: Polish | Enroll |
Portugal
Lisbon This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Lisbon This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Lisbon This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Lisbon This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll | ||
Lisbon This is an Portuguese language FLEX course. Time zone: Europe/Lisbon | Enroll |
Spain
Madrid This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Madrid This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Madrid This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Madrid This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll | ||
Madrid This is an Spanish language FLEX course. Time zone: Europe/Madrid | Enroll |
Switzerland
Online Training Time zone: Europe/Zurich Course language: German | Enroll | ||
Zurich This is an German language FLEX course. Time zone: Europe/Zurich CHF 2,520.- | Enroll | ||
Zurich This is an German language FLEX course. Time zone: Europe/Zurich CHF 2,520.- | Enroll | ||
Zurich This is an English language FLEX course. Time zone: Europe/Zurich CHF 2,520.- Course language: English | Enroll | ||
Zurich This is an German language FLEX course. Time zone: Europe/Zurich CHF 2,520.- | Enroll | ||
Zurich This is an English language FLEX course. Time zone: Europe/Zurich CHF 2,520.- Course language: English | Enroll | ||
Zurich This is an German language FLEX course. Time zone: Europe/Zurich CHF 2,520.- | Enroll | ||
Zurich This is an English language FLEX course. Time zone: Europe/Zurich CHF 2,520.- Course language: English | Enroll |
United Kingdom
Online Training Time zone: Europe/London Course language: English | Enroll | ||
Online Training Time zone: Europe/London Course language: English | Enroll | ||
London, City This is an English language FLEX course. Time zone: Europe/London £ 1,645.- | Enroll | ||
London, City This is an English language FLEX course. Time zone: Europe/London £ 1,645.- | Enroll | ||
London, City This is an English language FLEX course. Time zone: Europe/London £ 1,645.- | Enroll |
North America
United States
Canada
Latin America
Argentina
Brazil
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll | ||
Online Training Time zone: America/Sao_Paulo Course language: Portuguese | Enroll |
Chile
Colombia
Costa Rica
Mexico
Panama
Peru
Russia/CIS
Middle East
Qatar
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