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DP-090 Implementing a Machine Learning Solution with Microsoft Azure Databricks Print

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.

Accredited course for Continuing Education of Pedagogical Staff

Course length: 1 day (8:30 - 16:00)

Dates

Date PlaceLanguagePrice (without VAT)Availability
12/08/2021 - 12/08/2021 Prague cs 9 500 CZK Free date
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  • 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
  • Course requirements

    • DP-900 course
    • Python basics (Python1 course)
  • This course is intended for

    This course is designed for data scientists who need to learn how to apply their data science and machine learning skills on Azure Databricks

  • Literature

    All participants will get original Microsoft materials.

  • Hardware

    Classrooms are equipped with high-performance computers with Internet access and the possibility of wireless connection.

  • Syllabus

    Module 1: Introduction to Azure Databricks

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

    Module 2: Training and Evaluating Machine Learning Models

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

    Module 3: Managing Experiments and Models

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

    Module 4: Integrating Azure Databricks and Azure Machine Learning

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