Course Outline
Introduction to the Stratio Platform
- Comprehensive overview of Stratio’s architecture and core modules
- The strategic role of Rocket and Intelligence in the data lifecycle
- Accessing the platform and navigating the Stratio interface
Leveraging the Rocket Module
- Data ingestion strategies and pipeline construction
- Establishing data source connections and configuring transformations
- Executing preprocessing tasks in Rocket using PySpark
PySpark Fundamentals for Stratio Users
- Core PySpark data structures and operational techniques
- Implementing looping constructs: for, while, and if/else statements
- Defining and applying custom functions using def
Advanced Rocket and PySpark Integration
- Managing streaming ingestion and real-time transformations
- Utilizing loops and functions in both batch and real-time scenarios
- Best practices for optimizing performance in PySpark pipelines
Utilizing the Intelligence Module
- Overview of data modeling and analytical capabilities
- Feature selection, transformation, and exploratory analysis
- The role of PySpark in driving custom analytics and generating insights
Developing Advanced Analytics Workflows
- Constructing user-defined functions (UDFs) within Intelligence
- Applying conditionals and loops to structure complex data logic
- Practical use cases including segmentation, aggregation, and prediction
Deployment and Team Collaboration
- Saving, exporting, and reusing established workflows
- Collaborating with team members within the Stratio environment
- Reviewing outputs and integrating results with downstream tools
Course Summary and Recommended Next Steps
Requirements
- Proficiency in Python programming
- Familiarity with data analytics or big data processing concepts
- Foundational knowledge of Apache Spark and distributed computing principles
Target Audience
- Data engineers developing on Stratio-based platforms
- Analysts or developers leveraging the Rocket and Intelligence modules
- Technical teams shifting their workflows to PySpark 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.
