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
- Logging in and navigating the Stratio user interface
Working with the Rocket Module
- Data ingestion and pipeline creation
- Connecting data sources and configuring transformations
- Utilizing PySpark for preprocessing tasks in Rocket
PySpark Essentials for Stratio Users
- PySpark data structures and operations
- Looping constructs: practical use of for, while, and if/else statements
- Writing custom functions using 'def' and applying them effectively
Advanced Usage of Rocket with PySpark
- Streaming ingestion and transformations
- Implementing loops and functions in batch and real-time scenarios
- Best practices for optimizing PySpark pipeline performance
Exploring the Intelligence Module
- Overview of data modeling and analysis features
- Feature selection, transformation, and exploration
- The role of PySpark in generating custom analytics and insights
Building Advanced Analytics Workflows
- Creating user-defined functions (UDFs) in Intelligence
- Applying conditionals and loops to implement data logic
- Use cases: segmentation, aggregation, and prediction
Deployment and Collaboration
- Saving, exporting, and reusing workflows
- Collaborating with other team members within Stratio
- Reviewing output and integrating with downstream tools
Summary and Next Steps
Requirements
- Proficiency in Python programming
- Understanding of data analytics or big data processing principles
- Fundamental knowledge of Apache Spark and distributed computing
Target Audience
- Data engineers operating on Stratio-based platforms
- Analysts or developers utilizing Rocket and Intelligence modules
- Technical teams migrating to 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.