PySpark Courses and Certifications

Spark and Python for Big Data with PySpark

26317 ratings at Udemy

Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more!

• Udemy
• 10 hours 35 minutes
• On-Demand
• Paid Course

Foundations of PySpark

Learn to implement distributed data management and machine learning in Spark using the PySpark package.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning with PySpark

11 ratings at DataCamp

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to PySpark

Master PySpark to handle big data with ease—learn to process, query, and optimize massive datasets for powerful analytics!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Feature Engineering with PySpark

Learn the gritty details that data scientists are spending 70-80% of their time on; data wrangling and feature engineering.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Big Data with PySpark

Master how to process big data and leverage it efficiently with Apache Spark using the PySpark API.

• DataCamp
• 1 day 1 hour
• On-Demand
• Free Trial Available

Microcredential

Introduction to PySpark

204 ratings at CodeSignal

Master PySpark's distributed computing capabilities for big data processing, from RDDs and DataFrames to SQL operations and machine learning with MLlib, enhancing your data engineering toolkit.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Working with DataFrames in PySpark

Master PySpark DataFrames for advanced data manipulation, from creation to complex operations like filtering, joins, and handling missing data - all designed for large-scale dataset management.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Performing SQL Operations with PySpark

Master SQL operations in PySpark, from basic queries to complex joins and custom functions, enabling efficient data analysis and transformation for large-scale datasets.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Navigating PySpark MLlib Essentials

Master essential machine learning with PySpark MLlib, from data preparation to model deployment. Learn to train classifiers, make predictions, and evaluate performance using distributed computing.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Getting Started with PySpark and RDDs

1 review

Master PySpark's Resilient Distributed Datasets (RDDs) to efficiently create, transform, and analyze large-scale data through hands-on practice with file operations and data transformations.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

A Crash Course In PySpark

8306 ratings at Udemy

Learn PySpark fundamentals for big data processing: data handling, cleaning, aggregating, filtering, pivoting, and writing. Master essential skills for large-scale data analytics with Apache Spark.

• Udemy
• 1 hour 15 minutes
• On-Demand
• Paid Course

PySpark & AWS: Master Big Data With PySpark and AWS

2931 ratings at Udemy

Mastering AWS & PySpark: Spark, PySpark, AWS, Spark Ecosystem, Hadoop, and Spark Applications [AWS, Hadoop, Pyspark]

• Udemy
• 18 hours 40 minutes
• On-Demand
• Paid Course

Master Apache Spark using Spark SQL and PySpark 3

2610 ratings at Udemy

Master Apache Spark using Spark SQL as well as PySpark with Python3 with complementary lab access

• Udemy
• 1 day 8 hours 12 minutes
• On-Demand
• Paid Course

PYSPARK End to End Developer Course (Spark with Python)

1316 ratings at Udemy

Learn PySpark end to end features and functionalities. Course also includes a Python course and HDFS Commands Course.

• Udemy
• 1 day 5 hours 6 minutes
• On-Demand
• Paid Course