DataFrames Courses and Certifications

Data Manipulation in Julia

Master the essential skills of data manipulation in Julia. Learn how to inspect, transform, group, and visualize DataFrames using real-world datasets.

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

MLOps.community

Dataframes Are All You Need: MLOps on Easy Mode

Explore the power of dataframes in MLOps with Jay Chia. Learn how this flexible abstraction simplifies complex data processing, analytics, and machine learning pipelines using Daft as an example.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Manipulating DataFrames with pandas

You will learn how to tidy, rearrange, and restructure your data using versatile pandas DataFrames.

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

Merging DataFrames with pandas

This course is all about the act of combining, or merging, DataFrames, an essential part your Data Scientist's toolbox.

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

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

Julia Scientific Programming

34 reviews

Learn Julia for scientific computing: high-performance language for data analysis, modeling, and visualization. Explore arrays, loops, SIR models, and statistical techniques through hands-on projects and real-world applications.

• Coursera
• 19 hours 12 minutes
• On-Demand
• Paid Course

Introduction to Spark SQL and DataFrames

446 ratings at LinkedIn Learning

Learn about DataFrames, a widely used data structure in Apache Spark. Discover how to manipulate and analyze distributed data with the DataFrames API and SQL.

• LinkedIn Learning
• 1 hour 54 minutes
• On-Demand
• Free Trial Available

Intermediate Python

799 ratings at DataCamp

Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.

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

Conf42

Polars: A Highly Optimized Dataframe Library

Explore Polars, a high-performance dataframe library. Learn optimized data manipulation techniques, efficient handling of types, and mastering aggregations for improved machine learning workflows.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Keith Galli

Learning the Polars DataFrame Library - Introduction and Hands-on Exploration

Explore Polars DataFrame library through hands-on coding, performance comparisons with Pandas, and practical examples. Learn efficient strategies for mastering new data manipulation skills.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

Alex the Analyst

Merging DataFrames in Python Pandas

Master essential techniques for merging, joining, and concatenating DataFrames in Pandas to efficiently combine and analyze multiple datasets using Python's powerful data manipulation library.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Conf42

FireDucks: A Multithreaded DataFrame Library with JIT Compilation

Discover FireDucks, a high-performance DataFrame library that combines multithreading with JIT compilation to overcome Pandas limitations, offering faster data processing and optimized memory usage for Python developers.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Apache Spark with Scala - Hands On with Big Data!

18811 ratings at Udemy

Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!

• Udemy
• 8 hours 51 minutes
• On-Demand
• Paid Course

Taming Big Data with Apache Spark 4 and Python - Hands On!

17907 ratings at Udemy

PySpark tutorial with 40+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 8 hours 49 minutes
• On-Demand
• Paid Course

Data Manipulation with pandas

293 ratings at DataCamp

Learn how to import and clean data, calculate statistics, and create visualizations with pandas.

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