Course Outline
Introduction to the Stratio Platform
- Overview of Stratio’s architecture and core modules
- The role of Rocket and Intelligence in the data lifecycle
- Accessing and navigating the Stratio user interface
Utilizing the Rocket Module
- Establishing data ingestion pipelines
- Linking data sources and configuring transformation rules
- Employing PySpark for preprocessing tasks within Rocket
PySpark Fundamentals for Stratio Users
- Exploring PySpark data structures and operations
- Implementing looping constructs: for, while, and if/else statements
- Defining and applying custom functions using def
Advanced Rocket Integration with PySpark
- Managing streaming ingestion and transformations
- Applying loops and functions in both batch and real-time contexts
- Best practices for optimizing PySpark pipeline performance
Insights from the Intelligence Module
- Overview of data modeling and analytical features
- Techniques for feature selection, transformation, and exploration
- The contribution of PySpark to custom analytics and insights
Constructing Advanced Analytics Workflows
- Creating user-defined functions (UDFs) within Intelligence
- Implementing conditionals and loops for complex data logic
- Practical applications: segmentation, aggregation, and prediction
Deployment and Team Collaboration
- Saving, exporting, and reusing workflow components
- Collaborating effectively with team members on Stratio
- Reviewing outputs and integrating with downstream tools
Recap and Future Directions
Requirements
- Proficiency in Python programming
- Familiarity with data analytics or big data processing concepts
- Fundamental understanding of Apache Spark and distributed computing principles
Target Audience
- Data engineers operating within Stratio-based platforms
- Analysts and developers leveraging the Rocket and Intelligence modules
- Technical teams adopting PySpark workflows within the Stratio ecosystem
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.
