Implementing a Data Analytics Solution with Azure Databricks

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Training DP-3011

Implementing a Data Analytics Solution with Azure Databricks

IT Solutions Microsoft

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Price of training from PLN 1,080 ^net

Lowest price in the last 30 days: PLN 1,080 ^net

Language: polish

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Czas trwania 6h dydaktycznych

Training description

Learn how to harness the power of Apache Spark and powerful clusters running on the Azure Databricks platform to run large data engineering workloads in the cloud. model.migration.

Prerequisites

None

Scope

Explore Azure Databricks
- Introduction
- Get started with Azure Databricks
- Identify Azure Databricks workloads
- Understand key concepts
- Data governance using Unity Catalog and Microsoft Purview
- Exercise – Explore Azure Databricks
Perform data analysis with Azure Databricks
- Ingest data with Azure Databricks
- Data exploration tools in Azure Databricks
- Data analysis using DataFrame APIs
- Exercise – Explore data with Azure Databricks
Use Apache Spark in Azure Databricks
- Get to know Spark
- Create a Spark cluster
- Use Spark in notebooks
- Use Spark to work with data files
- Visualize data
- Exercise – Use Spark in Azure Databricks
Manage data with Delta Lake
- Get started with Delta Lake
- Manage ACID transactions
- Implement schema enforcement
- Data versioning and time travel in Delta Lake
- Data integrity with Delta Lake
- Exercise – Use Delta Lake in Azure Databricks
Build data pipelines with Delta Live Tables
- Explore Delta Live Tables
- Data ingestion and integration
- Real-time processing
- Exercise – Create a data pipeline with Delta Live Tables
Deploy workloads with Azure Databricks Workflows
- What are Azure Databricks Workflows?
- Understand key components of Azure Databricks Workflows
- Explore the benefits of Azure Databricks Workflows
- Deploy workloads using Azure Databricks Workflows
- Exercise – Create an Azure Databricks Workflow
- Knowledge check
- Summary

Training schedule

Remote

… if you value the opportunity to learn with a trainer and other participants, from anywhere without having to commute.

Stationary

… if you want to learn while sitting in the same room with the trainer and other participants.

Online

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