CHALLENGES PATTERNS LEARN DISCUSSIONS WRITE-UPS MY WORK

DATABOLT

WORK

My Work Notebooks Code / Scripts

COMMUNITY

Discussions Competitions Contributions Write-ups

LEARN

Learning Paths Notebook Playground

ACHIEVEMENTS

SETTINGS

RECENT

ETL Pipeline - Customer Data

Late-arriving data approach

Kafka Consumer Script

Spark Fundamentals

LOGIN / SIGN UP

Back to Learning

SPARK FUNDAMENTALS

Master Apache Spark from basics to advanced optimization techniques. This comprehensive learning path covers RDDs, DataFrames, Spark SQL, and performance tuning.

BEGINNER

8 hours4,523 students12 modules

Progress17% complete

COURSE MODULES

Introduction to Apache Spark

VIDEO30 min

Understanding RDDs

VIDEO45 min

03

Working with DataFrames

VIDEO1 hr

04

DataFrame Exercise

EXERCISE30 min

Spark SQL Deep Dive

ARTICLE45 min

Joins & Aggregations

VIDEO1 hr

Partitioning Strategies

VIDEO45 min

Memory Management

ARTICLE30 min

Performance Optimization

VIDEO1 hr

Optimization Exercise

EXERCISE45 min

Real-World Case Studies

ARTICLE45 min

Final Assessment

EXERCISE30 min