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Course Outline

Introduction

Overview of Stratio Data Fabric

  • Foundation of the Stratio platform and its function within the data infrastructure
  • Key principles and benefits associated with migrating from Databricks to Stratio for government systems
  • Strategic architecture of Stratio and its interoperability with legacy federal information systems

Overview of Augmented Data Governance

  • Core data governance frameworks within the Stratio environment
  • Mechanisms for ensuring regulatory compliance and maintaining data integrity
  • Configuration of governance policies, rules, and operational workflows for government use

Overview of Rocket Analytical Environment

  • Capabilities of the Rocket module in supporting analytical operations
  • Construction of data pipelines within the Rocket framework
  • Procedures for developing, validating, and deploying foundational data pipelines using Rocket

Overview of Intelligence Analytical Environment

  • Capabilities of the Intelligence module in supporting artificial intelligence and machine learning initiatives
  • Execution of descriptive and prescriptive analytical methods
  • Development and deployment of baseline machine learning models via Stratio

Querying and Transforming Information

  • Familiarization with Stratio’s query languages and associated tools
  • Methods for performing data transformations to support analytical requirements
  • Techniques for querying and manipulating datasets within the Stratio environment for government operations

Stored Procedures for Querying

  • Definition and function of stored procedures within Stratio
  • Application scenarios: Criteria and methods for implementing stored procedures in complex queries
  • Drafting and executing stored procedures to facilitate data mining activities

Review of Example Scripts from Instruction

  • Evaluation of example scripts utilized during practical exercises
  • Discussion of optimization strategies and operational best practices

References and Supplementary Materials

  • Presentations addressing advanced Stratio capabilities
  • Distribution of supplementary resources, including technical documentation and further reading materials
  • Q&A session to address inquiries regarding implementation for government entities

Summary and Next Steps

Requirements

  • Fundamental familiarity with the Databricks platform
  • Foundational competence in data extraction, database management, and analytical methodologies

Target Audience

  • Data analysts
  • Data scientists
  • Database administrators
 14 Hours

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