DP-090: Implementing a ML With Azure:1 Day workshop

NETCOM LEARNING

Azure Databricks is a cloud-scale platform for data analytics and machine learning.

Target Audience

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

Day 1

  1. Introduction to Azure Databricks
    1. Getting Started with Azure Databricks
    2. Working with Data in Azure Databricks
    3. Lab : Getting Started with Azure Databricks
    4. Lab : Working with Data in Azure Databricks
  2. Training and Evaluating Machine Learning Models
    1. Preparing Data for Machine Learning
    2. Training a Machine Learning Model
    3. Lab : Training a Machine Learning Model
    4. Lab : Preparing Data for Machine Learning
  3. Managing Experiments and Models
    1. Using MLflow to Track Experiments
    2. Managing Models
    3. Lab : Using MLflow to Track Experiments
    4. Lab : Managing Models
  4. Integrating Azure Databricks and Azure Machine Learning
    1. Tracking Experiments with Azure Machine Learning
    2. Deploying Models
    3. Lab : Deploying Models in Azure Machine Learning
    4. Lab : Running Experiments in Azure Machine Learning
https://store-images.s-microsoft.com/image/apps.4846.a588be1e-70a0-4fbd-bcdf-2c3f3919e4d5.396f1311-82f0-46ab-8d66-d1f298273929.61729cb6-c0ca-4e94-b143-821c1609df50
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https://store-images.s-microsoft.com/image/apps.4846.a588be1e-70a0-4fbd-bcdf-2c3f3919e4d5.396f1311-82f0-46ab-8d66-d1f298273929.61729cb6-c0ca-4e94-b143-821c1609df50
/staticstorage/82af49e8/assets/videoOverlay_7299e00c2e43a32cf9fa.png
https://store-images.s-microsoft.com/image/apps.4846.a588be1e-70a0-4fbd-bcdf-2c3f3919e4d5.396f1311-82f0-46ab-8d66-d1f298273929.61729cb6-c0ca-4e94-b143-821c1609df50