Designing and Implementing a Data Science Solution on Azure

Enhance your data science career by mastering Azure's machine learning capabilities, ideal for Python-savvy data scientists keen on deploying scalable cloud solutions.

Course Thumbnail

Essential Skills Gained

Checkmark

Design machine learning solutions on Microsoft Azure.

Checkmark

Implement data ingestion and preparation pipelines.

Checkmark

Deploy and manage machine learning models.

Checkmark

Monitor and optimize data science solutions.

Format

  • Instructor-led
  • 4 days with lectures and hands-on labs.

Audience

  • Python-experienced Data Scientists
  • Cloud Solution Architects
  • Machine Learning Engineers
  • Data Science Analysts

Description

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.

Calendar icon

Upcoming Course Dates

August 18-21, 2025

9:00 AM - 5:00 PM

Virtual: Online - America/Chicago

Enroll

$2595

September 2-5, 2025

9:00 AM - 5:00 PM

Virtual: Online - America/Los_Angeles

Enroll

$2595

October 14-17, 2025

9:00 AM - 5:00 PM

Virtual: Online - America/Chicago

Enroll

$2595

Course Outline

Download PDF

Module 1: Doing Data Science on Azure

  1. Introduce the Data Science Process

  2. Overview of Azure Data Science Options

  3. Introduce Azure Notebooks

Module 2: Doing Data Science with Azure Machine Learning service

  1. Introduce Azure Machine Learning (AML) service

  2. Register and deploy ML models with AML service

Module 3: Automate Machine Learning with Azure Machine Learning service

  1. Automate Machine Learning Model Selection

  2. Automate Hyperparameter Tuning with HyperDrive

Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service

  1. Manage and Monitor Machine Learning Models

Your Team has Unique Training Needs.

Your team deserves training as unique as they are.

Let us tailor the course to your needs at no extra cost.