DP-100T01 – Designing and Implementing a Data Science Solution on Azure – Virtual Course

About This Course:

Embark on a transformative journey into the world of machine learning with our Azure Machine Learning course. This program equips you with essential skills to operate machine learning solutions at cloud scale. Participants will learn to leverage their existing Python and machine learning knowledge to manage data ingestion and preparation. You’ll also cover model training, deployment, and monitoring using Azure Machine Learning and MLflow.

Throughout the course, engage in hands-on learning experiences. These activities will help you apply theoretical concepts in practical scenarios. Dive deep into the Azure Machine Learning platform and explore its features and capabilities. By the end of this training, you will understand how to use Azure’s resources effectively to streamline your machine learning workflows.

Audience:

This course is designed for data scientists with a foundational knowledge of Python. It is ideal for those familiar with popular machine learning frameworks such as Scikit-Learn, PyTorch, and TensorFlow. Aspiring professionals looking to build and operate machine learning solutions in a cloud environment will find this course tailored to their needs.

Prerequisites:

To succeed, participants should have a basic understanding of cloud computing concepts and practical experience with data science and machine learning tools.

Key prerequisites include:

• Creating cloud resources in Microsoft Azure.
• Using Python for data exploration and visualization.
• Training and validating machine learning models with frameworks like Scikit-Learn, PyTorch, and TensorFlow.
• Working with containers.

To prepare for this course, complete the following free online training before attending:

• Explore Microsoft Cloud Concepts.
• Create Machine Learning Models.
• Administer Containers in Azure.

If you are new to data science and machine learning, we recommend starting with Microsoft Azure AI Fundamentals. This foundational course will help you build the necessary skills before enrolling