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Návrh Školení
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
Požadavky
- 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
14 hodiny
Reference (5)
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.
Ian - Archeoworks Inc.
Kurz - ArcGIS Fundamentals
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Kurz - QGIS for Geographic Information System
Líbil se mi Pablův styl, skutečnost, že pokryl spoustu témat od návrhu sestav, přizpůsobení pomocí html až po implementaci jednoduchých algoritmů ML. Good rovnováhy teoretické informace / cvičení. Pablo skutečně pokryl všechna témata, která mě zajímala, a poskytl vyčerpávající odpovědi na mé otázky.
Cristian Tudose - SC Automobile Dacia SA
Kurz - Advanced Data Analysis with TIBCO Spotfire
Machine Translated
Actual application of spotfire and all basic functions.
Michael Capili - STMicroelectronics, Inc.
Kurz - Introduction to Spotfire
The thing I liked the most about the training was the organization and the location
