Course Overview

The Microsoft DP-090 certification training course from CloudThat is designed to train candidates who plan to take up the Microsoft DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks certification exam. Taking this course and passing the Microsoft DP-090 exam will meet all the requirements needed to become a Microsoft Certified Azure Data Scientist. Azure Databricks is a cloud-scale platform for data analytics and machine learning. In this one-day course, you'll learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.

After completing this course, students will be able to:

  • Provision an Azure Databricks workspace and cluster
  • Use Azure Databricks to train a machine learning model
  • Use MLflow to track experiments and manage machine learning models
  • Integrate Azure Databricks with Azure Machine Learning

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Key Features

  • Our training modules have 50% -60% hands-on lab sessions to encourage Thinking-Based Learning (TBL).
  • Interactive-rich virtual and face-to-face classroom teaching to inculcate Problem-Based Learning (PBL).
  • Microsoft certified instructor-led training and mentoring sessions to develop Competency-Based Learning (CBL).
  • Well-structured use-cases to simulate challenges encountered in a Real-World environment.
  • Integrated teaching assistance and support through experts designed Learning Management System (LMS) and ExamReady platform.
  • Being a Microsoft Learning Partner, we offer authored curriculum that are at par with industry standards.

Who Should Attend

  • This course is designed for data scientists with experience of Pythion who need to learn how to apply their data science and machine learning skills on Azure Databricks.

Prerequisites

Before attending this course, you should have experience of using Python to work with data, and some knowledge of machine learning concepts. Before attending this course, complete the following learning path on Microsoft Learn:

  • Create machine learning models

    • Course Outline Download Course Outline

    In this module, you will learn how to provision an Azure Databricks workspace and cluster, and use them to work with data.

    • Getting Started with Azure Databricks
    • Working with Data in Azure Databricks
    • Lab : Getting Started with Azure Databricks
    • Lab : Working with Data in Azure Databricks

    In this module, you will learn how to use Azure Databricks to prepare data for modeling, and train and validate a machine learning model.

    • Preparing Data for Machine Learning
    • Training a Machine Learning Model
    • Lab : Training a Machine Learning Model
    • Lab : Preparing Data for Machine Learning

    In this module, you will learn how to use MLflow to track experiments running in Azure Databricks, and how to manage machine learning models.

    • Using MLflow to Track Experiments
    • Managing Models
    • Lab : Using MLflow to Track Experiments
    • Lab : Managing Models

    In this module, you will learn how to integrate Azure Databricks with Azure Machine Learning.

    • Tracking Experiments with Azure Machine Learning
    • Deploying Models
    • Lab : Deploying Models in Azure Machine Learning
    • Lab : Running Experiments in Azure Machine Learning

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    Course ID: 13596

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