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
- Basic knowledge of Databricks.
- Basic understanding of data mining, database exploitation, and analytical processes.
Audience
- Data analysts.
- Data scientists.
- Database administrators.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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