pandas Courses and Certifications

Manage Invalid, Duplicate, and Missing Data in Python

Cleaning data is one of those tasks that is not fancy, but key to any data application. This course will teach you the skills and knowledge of data cleaning in Pandas needed to convert your datasets from raw and useless to clean and useful.

• Pluralsight
• 57 minutes
• On-Demand
• Free Trial Available

Nicholas Renotte

Pandas for Data Science - Python Crash Course

Learn essential Pandas skills for data science quickly. Create, update, visualize, and preprocess data frames from various sources, then output to CSV, JSON, and HTML formats.

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

Reading and Writing CSV Files in Python

This course solves the problem of loading data from CSV files.

• Pluralsight
• 47 minutes
• On-Demand
• Free Trial Available

DataFrames with Pandas

This course will teach you advanced parts of this library. When you’re finished with this course, you’ll have the skills and knowledge of DataFrames and Pandas needed to analyze your data with Pandas.

• Pluralsight
• 1 hour 6 minutes
• On-Demand
• Free Trial Available

PyCon US

Times and Dates in Pandas

Explore Pandas' powerful capabilities for handling time-based data, from parsing inputs to performing sophisticated analysis and resampling, enhancing your data manipulation skills.

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

The Machine Learning Engineer

Pandas Parallel Transformations with Dask and Pandarallel

Optimize data processing with Dask and Pandarallel for faster Pandas transformations. Learn parallel computing techniques to enhance performance.

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

Toronto Machine Learning Series (TMLS)

Introduction to Data Analysis Using Pandas

Learn to effectively analyze data using pandas in Python. Master data manipulation, aggregation, and visualization techniques for extracting valuable insights from tabular datasets.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

GAIA

Pandas 2, Dask or Polars? Quickly Tackling Larger Data on a Single Machine

Explore Pandas 2, Dask, and Polars for efficient large data processing on a single machine. Compare features, performance, and ecosystem compatibility to choose the best tool for your research workflow.

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

SF Python

Processing and Storing Time Series Instrument Data with Pandas and PySpark

Master data processing techniques for handling large-scale time series instrument data using pandas and PySpark, focusing on efficient solutions for scientific and laboratory information management challenges.

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

SF Python

Better Together - Unleashing the Synergy of Pandas, Polars, and Apache Arrow

Discover how to optimize data engineering workflows by combining Pandas and Polars with Apache Arrow, learning techniques to build faster, more efficient data pipelines for scalable solutions.

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

Mastering Data Analysis with Pandas

154 ratings at Coursera

Hands-on projects to master data analysis and manipulation using Pandas and Python. Learn powerful techniques for fast, flexible, and efficient data handling and analysis.

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

Practical Data Wrangling with Pandas

Learn to analyze life expectancy data using Pandas for data wrangling and exploratory data analysis, gaining valuable insights through statistical summaries and visualizations.

• Coursera
• 1 hour 57 minutes
• On-Demand
• Paid Course

Mastering Data Analysis with Pandas: Learning Path Part 2

26 ratings at Coursera

Advance your data analysis skills with Pandas and Python, focusing on manipulation techniques and practical applications for efficient data handling and insights extraction.

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

Master Data Analysis with Pandas: Learning Path 1 (Enhanced)

23 ratings at Coursera

Master the fundamentals of data analysis and manipulation with Pandas and Python in this hands-on guided project.

• Coursera
• 2 hours 28 minutes
• On-Demand
• Paid Course

Mastering Data Analysis with Pandas: Learning Path Part 5

15 ratings at Coursera

Enhance data analysis skills with Pandas and Python through hands-on projects. Learn powerful techniques for data manipulation, focusing on advanced concepts to master this essential tool for data professionals.

• Coursera
• 2 hours 1 minute
• On-Demand
• Paid Course