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code: DP-090T00 | version: A

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.

Skills gained:

  • 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

Audience profile:

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

Conspect Show list

  1. Introduction to Azure Databricks
    • Getting Started with Azure Databricks
    • Working with Data in Azure Databricks
  2. Training and Evaluating Machine Learning Models
    • Preparing Data for Machine Learning
    • Training a Machine Learning Model
  3. Managing Experiments and Models
    • Using MLflow to Track Experiments
    • Managing Models
  4. Integrating Azure Databricks and Azure Machine Learning
    • Tracking Experiments with Azure Machine Learning
    • Deploying Models
Download conspect training as PDF

Additional information

Prerequisites

Before attending this course, you should have experience of using Python to work with data, and some knowledge of machine learning concepts.
Difficulty level
Duration 1 day
Certificate

Certificate of completing an authorized Microsoft training.
Trainer

Microsoft Certified Trainer.

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Traditional training

Sessions organised at Compendium CE are usually held in our locations in Kraków and Warsaw, but also in venues designated by the client. The group participating in training meets at a specific place and specific time with a coach and actively participates in laboratory sessions.

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You may participate from at any place in the world. It is sufficient to have a computer (or, actually a tablet, or smartphone) connected to the Internet. Compendium CE provides each Distance Learning training participant with adequate software enabling connection to the Data Center. For more information, please visit dlearning.eu site

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Traditional materials: The price includes standard materials issued in the form of paper books, printed or other, depending on the arrangements with the manufacturer.

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Electronic materials: These are electronic training materials that are available to you based on your specific application: Skillpipe, eVantage, etc., or as PDF documents.

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Ctab materials: the price includes ctab tablet and electronic training materials or traditional training materials and supplies provided electronically according to manufacturer's specifications (in PDF or EPUB form). The materials provided are adapted for display on ctab tablets. For more information, check out the ctab website.

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