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Course Outline
Introduction
Overview of Stratio Data Fabric
- An introduction to the Stratio platform and its role in the data ecosystem for government.
- A discussion on migrating from Databricks to Stratio, including key concepts and advantages for government agencies.
- A high-level overview of Stratio's architecture and how it integrates with existing systems for government use.
Introduction to Augmented Data Governance
- Data governance principles within the Stratio platform for government.
- How Stratio ensures compliance and data quality in governmental operations.
- Setting up governance rules, policies, and workflows specific to government requirements.
Introduction to Rocket Analytical Environment
- An overview of the Rocket module designed for analytical workflows in government settings.
- Creating data pipelines within the Rocket environment for efficient data processing.
- Building, testing, and deploying a simple data pipeline using Rocket, tailored for government applications.
Introduction to Intelligence Analytical Environment
- An exploration of the Intelligence module for AI and ML workflows in government agencies.
- Implementing prescriptive and descriptive analysis for enhanced decision-making in government.
- Developing and deploying a basic machine learning model using Stratio, with a focus on governmental use cases.
Querying and Transforming Information
- An introduction to Stratio's querying language and tools designed for government data management.
- Performing data transformations necessary for comprehensive analysis in government operations.
- Querying and manipulating datasets within the Stratio environment to support governmental objectives.
Stored Procedures for Querying
- An explanation of stored procedures within the Stratio platform, specifically for government applications.
- Use cases: When and how to implement stored procedures for complex querying in government data systems.
- Writing and executing stored procedures for data mining tasks relevant to government operations.
Scripts of Examples Reviewed in Class
- A review of example scripts used in practical exercises for government training.
- Discussing optimization techniques and best practices for government data management.
Presentations and Additional Bibliography
- Presentations on advanced topics in Stratio, tailored for government audiences.
- Sharing additional resources, including documentation and further reading materials for government use.
- A Q&A session to address any outstanding questions from a government perspective.
Summary and Next Steps
Requirements
- Fundamental knowledge of Databricks for government applications
- Basic understanding of data mining, database management, and analytical methodologies
Audience
- Data analysts for government agencies
- Data scientists in public sector roles
- Database administrators supporting government operations
14 Hours
Testimonials (2)
It's a hands-on session.
Vorraluck Sarechuer - Total Access Communication Public Company Limited (dtac)
Course - Talend Open Studio for ESB
I generally enjoyed the knowledge of the trainer.
