Course Outline
Introduction to Stratio Platform
- Overview of Stratio architecture and core modules
- Role of Rocket and Intelligence in the data lifecycle
- Logging in and navigating the Stratio UI
Working with the Rocket Module
- Data ingestion and pipeline creation
- Connecting data sources and configuring transformations
- Using PySpark for preprocessing tasks in Rocket
PySpark Essentials for Stratio Users
- PySpark data structures and operations
- Looping constructs: for, while, if/else usage
- Writing custom functions with def and applying them
Advanced Usage of Rocket with PySpark
- Streaming ingestion and transformations
- Using loops and functions in batch and real-time scenarios
- Best practices for performance in PySpark pipelines
Exploring the Intelligence Module
- Overview of data modeling and analysis features
- Feature selection, transformation, and exploration
- Role of PySpark in custom analytics and insights
Building Advanced Analytics Workflows
- Creating user-defined functions (UDFs) in Intelligence
- Applying conditionals and loops for data logic
- Use cases: segmentation, aggregation, and prediction
Deployment and Collaboration
- Saving, exporting, and reusing workflows
- Collaborating with other team members on Stratio
- Reviewing output and integrating with downstream tools
Summary and Next Steps
Requirements
- Experience with Python programming
- Understanding of data analytics or big data processing concepts
- Basic knowledge of Apache Spark and distributed computing
Audience
- Data engineers working on Stratio-based platforms
- Analysts or developers using Rocket and Intelligence modules
- Technical teams transitioning to PySpark workflows within Stratio
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
Please see our public courses
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