Prepare to take the Microsoft Azure Data Fundamentals DP-100 certification exam administered by Microsoft.
This program is designed for data scientists who want to build and operate machine learning solutions in the cloud and who have existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow.
In this program you’ll learn how to:
Create end-to-end solutions in Microsoft Azure
Manage Azure resources for machine learning, run experiments, train models, and deploy and operationalize machine learning solutions
Learners will also be introduced to Azure Databricks for data exploration, preparation, and modeling, and will learn to integrate Databricks machine learning processes with Azure Machine Learning.
Why should you get certified?
The certification exam presents an opportunity to demonstrate your knowledge and skills in operating machine learning solutions at cloud scale using Azure Machine Learning. This program builds on your existing knowledge of Python and machine learning, enabling you to effectively manage data ingestion and preparation, facilitate model training and deployment, and monitor machine learning solutions in Microsoft Azure. Each course focuses on the concepts and skills evaluated in the exam.
Applied Learning Project
Learners will engage in interactive exercises throughout this program that offers opportunities to practice and implement what they are learning. They will work directly in the Azure Portal and use the Microsoft Learn Sandbox. This is a free environment that allows learners to explore Microsoft Azure and get hands-on with live Microsoft Azure resources and services.
For example, when you learn about training a deep neural network; you will work in a temporary Azure environment called the Sandbox. You will be working with real technology but in a controlled environment, which allows you to apply what you learn, and at your own pace.
You will need a Microsoft account. If you don't have one, you can create one for free. The Learn Sandbox allows free, fixed-time access to a cloud subscription with no credit card required. Learners can safely explore, create, and manage resources without the fear of incurring costs or "breaking production".
