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Course Outline

Introduction

Overview of Stratio Data Fabric

  • Introduction to the Stratio platform and its role in the data ecosystem.
  • Migration from Databricks to Stratio: Key concepts and advantages.
  • High-level architecture of Stratio and its integration with existing systems.

Introduction to Augmented Data Governance

  • Data governance principles in Stratio.
  • How Stratio ensures compliance and data quality.
  • Setting up governance rules, policies, and workflows.

Introduction to Rocket Analytical Environment

  • Overview of the Rocket module for analytical workflows.
  • Creating data pipelines in the Rocket environment.
  • Building, testing, and deploying a simple data pipeline using Rocket.

Introduction to Intelligence Analytical Environment

  • Exploring the Intelligence module for AI and ML workflows.
  • Implementing prescriptive and descriptive analysis.
  • Developing and deploying a basic machine learning model using Stratio.

Querying and Transforming Information

  • Introduction to Stratio's querying language and tools.
  • Performing data transformations for analysis.
  • Querying and manipulating datasets in the Stratio environment.

Stored Procedures for Querying

  • Understanding stored procedures within Stratio.
  • Use cases: When and how to implement stored procedures for complex querying.
  • Writing and executing stored procedures for data mining.

Scripts of Examples Reviewed in Class

  • Reviewing example scripts used in practical exercises.
  • Discussing optimization techniques and best practices.

Presentations and Additional Bibliography

  • Presentations on advanced topics in Stratio.
  • Sharing additional resources, including documentation and further reading.
  • Q&A session for clarifying any outstanding questions.

Summary and Next Steps

Requirements

  • Fundamental knowledge of Databricks.
  • Basic understanding of data mining, database utilization, and analytical processes.

Audience

  • Data analysts.
  • Data scientists.
  • Database administrators.
 14 Hours

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