Data Cleaning Courses and Certifications

Python Tutorials for Digital Humanities

Accelerating Pandas with NVIDIA's cuDF: Basic Statistical Analysis and Data Cleaning - Episode 6

Discover how to accelerate statistical analysis and data cleaning on large datasets using NVIDIA's cuDF, a GPU-powered alternative to Pandas, with performance comparisons between CPU and GPU processing.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

R Programming 101

Data Manipulation and Cleaning in R with dplyr - A Beginner's Guide

Master essential data manipulation techniques using dplyr functions like select, filter, mutate, group_by and summarise to efficiently clean and transform your datasets in R programming.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Simon Sez IT

Data Cleaning With Power Query - Automate Boring Tasks

Automate data cleaning workflows using Power Query to eliminate repetitive tasks and build refreshable processes that update with one click for faster, reliable Excel results.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Python Tutorials for Digital Humanities

Speed up Cleaning Data with Pandas and your GPU - CuDF Episode 5

Master GPU-accelerated data cleaning with cuDF, NVIDIA's CUDA version of Pandas. Learn to handle missing values, drop columns, and convert data types for efficient processing of large datasets.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Snorkel AI

How ML-Powered Data Cleaning Streamlines the AI Pipeline

Explore ML-powered data cleaning techniques to streamline AI pipelines, automate labor-intensive tasks, and overcome impediments in data preparation for efficient data science workflows.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Career Certificate

Practice Essential Data Science Skills With Diamonds Dataset

122 ratings at CodeSignal

Build practical data science skills by analyzing the diamonds dataset—from cleaning and feature engineering to price regression in Python.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 5 courses

2026 Tableau Certification Training: Desktop, Prep, Cloud

15360 ratings at Udemy

Confused with Tableau? Let a 10 Year Data Veteran with 300k Students Teach you Visualization, Data Cleansing and Cloud

• Udemy
• 3 days 5 hours 19 minutes
• Self-Paced
• Paid Course

Power BI Masterclass

113 ratings at CreativeLive

From data novice to BI professional, learn to connect, transform, and visualize real-world data in Power BI.

• CreativeLive
• 18 hours
• Self-Paced
• Paid Course

Alex the Analyst

Data Analyst Bootcamp

16 ratings

Build a data analyst portfolio through guided projects in SQL, Excel, Tableau, Power BI, and Python.

• YouTube
• 20 hours
• Self-Paced
• Free Video

AI Data Analytics

5 ratings at CreativeLive

Use AI-powered tools with real datasets to clean, analyze, predict, and communicate findings for reporting and decision-making workflows.

• CreativeLive
• 12 hours
• 29th Oct, 2026
• Paid Course

Power Query Bootcamp

5 ratings at CreativeLive

Use Power Query's interface to clean, reshape, and combine data from multiple sources for analysis.

• CreativeLive
• 6 hours
• 2nd Dec, 2026
• Paid Course

Data Frames in R

Practice creating, manipulating, calculating with, aggregating, and cleaning data frames in R through hands-on exercises.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Deck the Data: Exploring Christmas Charts with Pandas

Learn pandas fundamentals by analyzing Billboard Christmas song charts, from cleaning dated records and computing statistics to uncovering time-based and artist performance patterns.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Coursera

Data Cleaning, Transformation, and Manipulation

Turn messy data into analysis-ready tables with pandas and SQL: filter and subset records, join datasets, impute missing values, encode, scale, and select features.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Foundations of Feature Engineering

Learn to prepare datasets for feature engineering by handling missing data, detecting and capping outliers, and applying scaling techniques.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate