Course Overview

The Microsoft DP-090 (Implementing a Machine Learning Solution with Microsoft Azure Databricks) certification BootCamp course from CloudThat has been curated for candidates preparing to take up the DP-090 exam. Through our Azure training courses, candidates will acquire knowledge and develop skills with the help of our in-house subject matter experts to successfully clear the final exam and get certified.  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.

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

Upcoming Batches

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To be Decided

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 provides us with the edge over competition

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 Data bricks.

Prerequisites

  • Candidates planning to take up the DP-090 certification exam 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.

Lessons

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

Hands-on:

  • Getting Started with Azure Databricks
  • 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.

Lessons

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

Hands-on:

  • Training a Machine Learning Model
  • 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.

Lessons

  • Using MLflow to Track Experiments
  • Managing Models

Hands-on:

  • Using MLflow to Track Experiments
  • Managing Models

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

Lessons

  • Tracking Experiments with Azure Machine Learning
  • Deploying Models

Hands-on:

  • Deploying Models in Azure Machine Learning
  • Running Experiments in Azure Machine Learning

Certification

    • By earning DP-090 certification, you can be competent data analyst or data engineer
    • Demonstrate skills to provision an Azure Databricks workspace and cluster
    • Display abilities to use Azure Databricks to train a machine learning model
    • On successful completion of Microsoft DP-090 (Implementing a Machine Learning Solution with Microsoft Azure Databricks) training aspirants receive a Course Completion Certificate from us
    • By successfully clearing the DP-090 exams, aspirants earn Microsoft Certification

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Course ID: 13478

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