Course Code: dmiadf
Duration: 14 hours
Prerequisites:
  • An understanding of basic data concepts and structures
  • Experience with cloud computing fundamentals
  • Familiarity with data processing and storage mechanisms

Audience

  • Data engineers
  • Cloud architects
  • Business intelligence professionals
Overview:

A Data Fabric is an architecture and set of data services that provide consistent capabilities across a choice of endpoints spanning on-premises and multiple cloud environments. Industry-Aware Data Fabrics is an advanced approach to data management that integrates various data sources across cloud platforms to provide a unified, coherent data environment.

This instructor-led, live training (online or onsite) is aimed at intermediate-level data engineers, cloud architects, and business intelligence professionals who wish to master data management in industry-specific cloud environments.

By the end of this training, participants will be able to:

  • Understand the principles and components of data fabrics.
  • Design and implement data integration and orchestration solutions.
  • Ensure data quality and governance within industry cloud platforms.
  • Utilize data fabrics to support industry-specific data analysis and decision-making.
  • Stay current with emerging trends and technologies in cloud data management.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.
Course Outline:

Introduction to Data Management in the Cloud

  • Fundamentals of data management
  • Role of data in Industry Cloud Platforms
  • Challenges of data management in the cloud

Data Integration and Orchestration

  • Data integration techniques
  • Orchestration tools and platforms
  • Best practices for data integration

Building Industry-Aware Data Fabrics

  • Concept of Data Fabrics
  • Designing data fabrics for Industry Clouds
  • Implementing data fabrics in practice

Data Quality and Governance

  • Ensuring data quality in the cloud
  • Data governance frameworks
  • Regulatory compliance and standards

Hands-On Lab: Working with Data in Industry Clouds

  • Setting up data integration pipelines
  • Creating a simple Data Fabric
  • Data quality assurance techniques

Emerging Trends in Data Management

  • Data management in the era of Big Data
  • The rise of AI and Machine Learning
  • Data privacy and ethical use

Summary and Next Steps

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