Here’s What You’ll Get
This training will provide you the knowledge and skills to design and implement Data Science Solutions for the Microsoft Azure environment.
You will learn how to manage Azure resources for machine learning, upload and prepare datasets for training, run experiments and train models. In addition, I’ll teach you to deploy and operationalize machine learning solutions in production, implement responsible AI… and much more!
The training combines lectures with lab exercises to help you understand the contents. As part of this training, you´ll receive an Azure Pass with credits to spend on your own cloud services. The pass is valid for 30 days.
Name: DP-100 Microsoft Azure Data Scientist.
Content: training manual, case studies, lab exercises, Azure cloud credit, practice exam, and an exam voucher.
Requirements: a laptop with a web browser installed. Chrome or Edge is recommended. Students must have knowledge and experience in data science and machine learning.
Support: Live classroom support.
Associated certification: Microsoft Azure Data Scientist.
Course Intro: About this course
Getting Started with Azure Machine Learning
Working with Azure Machine Learning
Create an Azure Machine Learning Workspace
Visual Tools for Machine Learning
Automated Machine Learning
Azure Machine Learning Designer
Use Automated Machine Learning
Use Azure Machine Learning Designer
Running Experiments and Training Models
Training and Registering Models
Working with Data
Working with Datastores
Working with Datasets
Work with Data
Working with Compute
Work with Compute
Orchestrating Machine Learning Workflows
Introduction to Pipelines
Publishing and Running Pipelines
Create a Pipeline
Deploying and Consuming Models
Continuous Integration and Delivery
Create a Real-Time Inference Service
Create a Batch Inference Service
Training Optimal Models
Automated Machine Learning
Use Automated Machine Learning from the SDK
Responsible Machine Learning
Explore Differential Privacy
Detect and Mitigate Unfairness
Monitoring Models with Application Insights
Monitoring Data Drift
Monitor a Model
Monitor Data Drift
Book a Classroom Training
Please use the form below to book a call with me to set up your classroom training. We’ll discuss your business requirements, team size, and preferred location of the training (online or on-site) and make sure you get what you need. A typical classroom training can usually be scheduled within 30 days and can accomodate up to 15 people on-site and 30 people online.
Looking For Something Else?
CHECK OUT MY OTHER AI TRAINING
Is this training course not exactly what you’re looking for? No problem, I have many other AI and Data Science training courses in my catalog. Take a look at these alternatives.
“Finally finished this course. Would totally recommend. Thanks Mark!’