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Azure Databricks Strategy; A Complete Guide

Azure Databricks Strategy; A Complete Guide

$199.00
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Includes a practical, ready-to-use toolkit with implementation templates, worksheets, checklists, and decision-support materials so you can apply what you learn immediately - no additional setup required.
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Azure Databricks Strategy: A Complete Guide



Course Overview

This comprehensive course provides an in-depth understanding of Azure Databricks, a fast, easy, and collaborative Apache Spark-based analytics platform. Participants will learn how to develop and implement a successful Azure Databricks strategy, leveraging its capabilities for data engineering, data science, and data analytics.

Upon completion of this course, participants will receive a certificate issued by The Art of Service.



Course Features

  • Interactive and engaging learning experience
  • Comprehensive and up-to-date content
  • Personalized learning approach
  • Practical, real-world applications
  • High-quality content developed by expert instructors
  • Certificate of Completion issued by The Art of Service
  • Flexible learning schedule
  • User-friendly and mobile-accessible platform
  • Community-driven discussion forums
  • Actionable insights and hands-on projects
  • Bite-sized lessons for easy learning
  • Lifetime access to course materials
  • Gamification and progress tracking features


Course Outline

Module 1: Introduction to Azure Databricks

  • Overview of Azure Databricks
  • Key features and benefits
  • Use cases and applications
  • Setting up an Azure Databricks account
  • Navigation and user interface

Module 2: Data Engineering with Azure Databricks

  • Introduction to data engineering
  • Data ingestion and processing
  • Data transformation and loading
  • Working with Apache Spark
  • Optimizing data pipelines

Module 3: Data Science with Azure Databricks

  • Introduction to data science
  • Machine learning and deep learning
  • Natural language processing and text analysis
  • Working with popular libraries and frameworks
  • Model deployment and management

Module 4: Data Analytics with Azure Databricks

  • Introduction to data analytics
  • Data visualization and reporting
  • Working with SQL and NoSQL databases
  • Real-time analytics and streaming data
  • Creating dashboards and visualizations

Module 5: Security and Governance

  • Security and compliance in Azure Databricks
  • Authentication and authorization
  • Data encryption and access control
  • Audit logs and monitoring
  • Compliance with regulatory requirements

Module 6: Performance Optimization and Tuning

  • Performance optimization techniques
  • Resource management and allocation
  • Query optimization and caching
  • Spark configuration and tuning
  • Monitoring and troubleshooting

Module 7: Integration with Azure Services

  • Integration with Azure Storage
  • Integration with Azure Data Lake
  • Integration with Azure Cosmos DB
  • Integration with Azure Active Directory
  • Integration with other Azure services

Module 8: Best Practices and Use Cases

  • Best practices for Azure Databricks implementation
  • Real-world use cases and case studies
  • Industry-specific applications and solutions
  • Future trends and directions
  • Conclusion and next steps

Module 9: Hands-on Projects and Exercises

  • Guided hands-on projects and exercises
  • Real-world datasets and scenarios
  • Opportunity to practice and apply skills
  • Feedback and support from instructors
  • Final project and presentation


Certificate of Completion

Upon completion of this course, participants will receive a certificate issued by The Art of Service, demonstrating their expertise and knowledge in Azure Databricks strategy and implementation.

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