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Mastering Azure Databricks for Data Architecture and Implementation

Mastering Azure Databricks for Data Architecture and Implementation

$199.00
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Mastering Azure Databricks for Data Architecture and Implementation



Course Overview

This comprehensive course is designed to equip data professionals with the skills and knowledge required to master Azure Databricks for data architecture and implementation. Participants will learn how to design, develop, and deploy scalable and secure data architectures using Azure Databricks.



Course Objectives

  • Understand the fundamentals of Azure Databricks and its role in data architecture
  • Design and implement scalable and secure data architectures using Azure Databricks
  • Develop and deploy data pipelines using Azure Databricks
  • Integrate Azure Databricks with other Azure services
  • Optimize and troubleshoot Azure Databricks performance


Course Outline

Module 1: Introduction to Azure Databricks

  • Overview of Azure Databricks and its features
  • Understanding the architecture of Azure Databricks
  • Setting up and configuring Azure Databricks
  • Exploring the Azure Databricks interface

Module 2: Data Ingestion and Preparation

  • Ingesting data into Azure Databricks using various sources
  • Data preparation and cleaning using Azure Databricks
  • Handling missing data and outliers
  • Data transformation and formatting

Module 3: Data Processing and Analysis

  • Processing data using Apache Spark on Azure Databricks
  • Using DataFrames and Datasets for data analysis
  • Performing data aggregation and grouping
  • Using machine learning algorithms for data analysis

Module 4: Data Storage and Management

  • Understanding Azure Data Lake Storage and its integration with Azure Databricks
  • Managing data storage and security in Azure Databricks
  • Using Azure Databricks for data warehousing
  • Data governance and compliance in Azure Databricks

Module 5: Data Pipelines and Workflows

  • Designing and implementing data pipelines using Azure Databricks
  • Using Azure Data Factory for data pipeline orchestration
  • Monitoring and troubleshooting data pipelines
  • Using Azure Databricks for real-time data processing

Module 6: Integration with Other Azure Services

  • Integrating Azure Databricks with Azure Synapse Analytics
  • Using Azure Databricks with Azure Machine Learning
  • Integrating Azure Databricks with Azure Storage and Azure Cosmos DB
  • Using Azure Databricks with Power BI and other visualization tools

Module 7: Security and Compliance

  • Understanding security features in Azure Databricks
  • Configuring authentication and authorization in Azure Databricks
  • Data encryption and access control in Azure Databricks
  • Compliance and regulatory requirements in Azure Databricks

Module 8: Optimization and Troubleshooting

  • Optimizing Azure Databricks performance
  • Troubleshooting common issues in Azure Databricks
  • Monitoring and logging in Azure Databricks
  • Best practices for Azure Databricks administration

Module 9: Advanced Topics and Future Trends

  • Advanced topics in Azure Databricks, including graph processing and deep learning
  • Future trends and developments in Azure Databricks
  • Using Azure Databricks for emerging technologies like IoT and blockchain
  • Best practices for staying up-to-date with Azure Databricks


Course Features

  • Interactive and Engaging: Learn through hands-on projects and real-world applications
  • Comprehensive and Personalized: Get access to a wealth of resources and personalized support
  • Up-to-date and Practical: Stay current with the latest developments in Azure Databricks
  • High-quality Content: Learn from expert instructors with extensive experience in Azure Databricks
  • Certification: Receive a certificate upon completion issued by The Art of Service
  • Flexible Learning: Learn at your own pace with lifetime access to course materials
  • User-friendly and Mobile-accessible: Access course materials on any device
  • Community-driven: Join a community of learners and experts for support and networking
  • Actionable Insights: Get practical insights and takeaways to apply to your work
  • Hands-on Projects: Work on real-world projects to apply your skills
  • Bite-sized Lessons: Learn in manageable chunks with bite-sized lessons
  • Gamification and Progress Tracking: Stay motivated with gamification and track your progress


Certification

Upon completion of this course, participants will receive a certificate issued by The Art of Service, verifying their mastery of Azure Databricks for data architecture and implementation.

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