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

Szkolenie zostało wycofane.

DLA KOGO?
Data Scientist
STOPIEŃ TRUDNOŚCI

Łatwy (100) – szkolenie wstępne, poglądowe

<Średni (200) – szkolenie rozszerza wiedzę z poziomu 100 o szczegółowe zagadnienia

Trudny (300) – szkolenie rozszerza wiedzę z poziomu 200 o zaawansowane zagadnienia

Ekspert (400) – szkolenie zakłada ekspercki poziom wiedzy i doświadczenia oraz zapewnia dogłębną analizę zagadnienia

Średni
CZAS TRWANIA
1 dzień
METODA SZKOLENIA
Zdalnie (vILT)

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.

DLA KOGO?

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.

ZDOBYTE UMIEJĘTNOŚCI

  • 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

Module 1: Introduction to Azure Databricks

  • Getting Started with Azure Databricks
  • 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

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

Module 3: Managing Experiments and Models

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

Module 4: Integrating Azure Databricks and 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
Zobacz szczegółową agendę

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:

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