Course Outline
Introduction to the Stratio Platform
- Overview of Stratio's architecture and core components
- The role of Rocket and Intelligence in the data lifecycle
- Accessing and navigating the Stratio user interface
Utilizing the Rocket Module
- Data ingestion strategies and pipeline construction
- Linking data sources and setting up transformations
- Applying PySpark for preprocessing tasks within Rocket
PySpark Fundamentals for Stratio Users
- PySpark data structures and core operations
- Implementing looping constructs: for, while, and if/else statements
- Defining custom functions using def and their application
Advanced Rocket Applications with PySpark
- Streaming ingestion and real-time transformations
- Integrating loops and functions in batch and real-time scenarios
- Best practices for optimizing PySpark pipeline performance
Discovering the Intelligence Module
- Overview of data modeling and analytical features
- Feature selection, transformation, and exploratory analysis
- Leveraging PySpark for custom analytics and insight generation
Constructing Sophisticated Analytics Workflows
- Building user-defined functions (UDFs) within Intelligence
- Employing conditionals and loops for complex data logic
- Practical use cases: segmentation, aggregation, and predictive modeling
Deployment and Team Collaboration
- Saving, exporting, and reusing established workflows
- Collaborative workflows with team members on Stratio
- Validating outputs and integrating with downstream systems
Conclusion and Future Steps
Requirements
- Proficiency in Python programming
- Familiarity with data analytics or big data processing concepts
- Foundational knowledge of Apache Spark and distributed computing
Target Audience
- Data engineers operating within Stratio-based ecosystems
- Analysts or developers utilizing Rocket and Intelligence modules
- Technical teams adopting PySpark workflows within Stratio
Testimonials (3)
Learning that the QGIS and a tool that can used by other different professionals such land survey
Bame Duncan Koko - Bentel Technologies (Pty) Ltd
Course - QGIS for Geographic Information System
How to use open satellites data for real applications
Tshering Dorji - Druk Holding and Investments
Course - Advanced Geographic Information Systems (GIS)
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
