Featured resource
Tech Upskilling Playbook 2025
Tech Upskilling Playbook

Build future-ready tech teams and hit key business milestones with seven proven plays from industry leaders.

Learn more
  • Path icon Learning Path
  • Libraries: This path is only available in the libraries listed. To access this path, purchase a license for the corresponding library.
  • Data

Big Data with PySpark

5 Courses
4 Labs
11 Hours
Skill IQ

The Big Data with PySpark learning path equips learners with the skills to process, transform, and analyze large datasets efficiently. This path covers data ingestion, ETL workflows, query optimization, and distributed machine learning using PySpark DataFrames, SQL, MLlib, and Structured Streaming. By mastering performance tuning and real-time processing, learners can build scalable data pipelines for analytics, machine learning, and big data applications.

Content in this path

Big Data with PySpark

Watch the following courses to start your big data with PySpark learning journey.

Try this learning path for free
Access this learning path and other top-rated tech content with a free trial.
Have questions? Get them answered now.
What You'll Learn
  • How to perform big data analytics with PySpark
  • How to build ETL pipelines with PySpark
  • How to perform scalable machine learning with PySpark
  • How to perform real-time stream processing with PySpark
  • How to build recommendation systems with Pyspark
Prerequisites
  • Learners interested in this path should have a solid understanding of Python programming, SQL, and basic data manipulation using pandas. Familiarity with distributed computing concepts and cloud or big data tools (e.g., Hadoop, Spark, or databases like PostgreSQL) is helpful but not required.
Related topics
  • Apache Spark
  • PySpark
  • SQL
  • MLlib
  • ETL
  • Big Data
Not sure where to start?
With over 500 assessments to choose from, you can see where your skills stand and receive adaptive learning recommendations to fill knowledge gaps in as little as 10 minutes.
Learn more

Join our learners and upskill
in leading technologies