Course Outline
Getting to Know the Stratio Platform
- Overview of Stratio's architecture and primary modules
- How Rocket and Intelligence modules fit into the data lifecycle
- Accessing and moving around the Stratio user interface
Using the Rocket Module
- Importing data and building pipelines
- Linking data sources and setting up transformations
- Leveraging PySpark for pre-processing within Rocket
Key PySpark Concepts for Stratio Users
- Core PySpark data structures and operations
- Looping syntax: using for, while, and if/else
- Defining and utilizing custom functions with def
Advanced Rocket Implementation with PySpark
- Real-time data ingestion and transformation
- Implementing loops and functions in batch and live scenarios
- Performance optimization techniques for PySpark pipelines
Discovering the Intelligence Module
- Features for data modelling and analysis
- Selecting, transforming, and exploring features
- The part PySpark plays in custom analytics and insights
Creating Complex Analytics Workflows
- Developing user-defined functions (UDFs) in Intelligence
- Applying conditionals and loops for data logic
- Practical applications: segmentation, aggregation, and forecasting
Deployment and Team Collaboration
- Storing, exporting, and reusing workflows
- Collaborating with colleagues on the Stratio platform
- Checking outputs and connecting with downstream tools
Recap and Future Steps
Requirements
- Proficiency in Python programming
- Familiarity with data analytics or big data processing principles
- Foundational knowledge of Apache Spark and distributed computing
Target Audience
- Data engineers working on Stratio-based platforms
- Analysts or developers leveraging Rocket and Intelligence modules
- Technical teams shifting towards 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.
