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DP-100T01: Designing and Implementing a Data Science Solution on Azure

CODE: ITDA12

DURATION:3 Days/5 Days

CERTIFICATIONS: CPD

  • Modern facilities
  • Course materials and certificate
  • Accredited international trainers

3 Days

$ 2350

5 Days

$ 3310

Course Overview

This course provides an overview of Azure services that support data science, with a focus on using Azure Machine Learning service to automate the data science pipeline. It is designed for Azure Data Scientists who already possess data science knowledge and are looking to apply their expertise to implement and manage machine learning workloads on Microsoft Azure. The course covers planning and setting up a suitable environment for data science workloads, running data experiments, training predictive models, optimizing and managing models, and deploying them into production using Azure Machine Learning Service.

Course Delivery

This course is available in the following formats:

Virtual

Classroom

Request this course in a different delivery format.

Course Outcomes

Upon completing the course, participants will be able to:

Understand Azure services that support data science and machine learning workloads.

Implement and manage Azure Machine Learning service to build automated data science pipelines.

Plan and configure suitable environments for data science workloads on Azure.

Run data experiments and train predictive models using Azure Machine Learning.

Manage and optimize machine learning models for improved performance.

Deploy machine learning models into production environments on Azure.

Monitor and maintain deployed models to ensure reliability and effectiveness.

Prepare for the Microsoft Certified: Azure Data Scientist Associate certification exam.

Key Course Highlights

At the end of this course, you’ll understand:

  • Overview of Azure Machine Learning
  • Data preparation techniques
  • Model training and evaluation
  • Automated ML and pipelines
  • Hyperparameter tuning
  • Model deployment and management
  • Monitoring and retraining models
  • Security and compliance in ML
  • Hands-on labs with Azure tools
  • Exam-focused content
Who Should Attend

The course is designed for data scientists, machine learning engineers, AI professionals, and IT specialists who want to implement and manage machine learning workloads on Microsoft Azure. It is also suitable for individuals preparing for the Microsoft Certified: Azure Data Scientist Associate certification. This course is ideal for those who already have a foundational knowledge of data science and are looking to enhance their skills in building, training, deploying, and optimizing machine learning models using Azure Machine Learning Service.

Upcoming Course Dates

Delivery Format: Classroom & Virtual

Date: 14/04/2025

Location: London

Delivery Format: Classroom & Virtual

Date: 15/09/2025

Location: London

DP-100T01: Designing and Implementing a Data Science Solution on Azure

✓ Modern facilities

✓ Course materials and certificate

✓ Accredited international trainers

✓ Training materials and workbook

✓ Access to online resources

Your request has been sent the team will get back to you within 24 hours

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