Data Cleaning Courses and Certifications

Introduction to Data Science in Python

46 ratings

Learn Python fundamentals, data manipulation with pandas, and basic statistical analysis. Gain practical skills in cleaning, processing, and analyzing tabular data for data science applications.

• Coursera
• 1 day 6 hours 25 minutes
• Self-Paced
• Paid Course

Data Cleaning

2 ratings

Master efficient workflows for cleaning real-world, messy data.

• Kaggle
• 4 hours
• Self-Paced
• Free Certificate

Most of the world's data aren't sorted cleanly nor organized. In this course, you'll learn about the standards for tidy data and you'll create tidy data sets from messy ones.

• DataCamp
• Self-Paced
• Free Trial Available

Visual Studio Code

Effortless Data Analysis and Cleaning with Data Wrangler in VS Code

1 rating

Explore Data Wrangler in VS Code: Boost productivity with code-centric data cleaning, automated Pandas code generation, and insightful visualizations for efficient data analysis.

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

Snorkel AI

How to Create Data-Cleaning Auto-Pipelines With Python

Develop automated data cleaning pipelines using Scikit-Learn to streamline data processing, reduce time spent on preprocessing, and enhance reproducibility in your data science projects.

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

Understanding and cleaning the movie dataset using Codex

Explore how to set up, analyze, and clean a movie dataset using Codex and Python, including handling missing values, error handling, and enriching data with AI assistance.

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

Cleaning Data with Generative AI

Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Cleaning Data in Java

Master data cleaning in Java using statistical methods, transformations, and validation for reliable apps.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Career Certificate

Data Science

9 ratings

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 28 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

Data Analysis with Python

32 ratings

Learn Python-based data analysis using Numpy, Pandas, and visualization libraries. Covers data cleaning, manipulation, and visualization techniques for extracting insights from various data sources.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

Cleaning and Transforming Data with Pandas

Master advanced Pandas techniques for data transformation, categorical encoding, text cleanup, datetime manipulation, and feature engineering to enhance your analysis capabilities.

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

Mode;  Tableau Career Certificate

Business Analytics with Tableau

19 ratings

Master data fundamentals, Excel, SQL, and Tableau to make data-driven decisions. Learn to collect, analyze, and visualize data, model business scenarios, and effectively communicate findings across industries.

• Udacity
• 40 hours
• Self-Paced
• Paid Course

Foundations: Data, Data, Everywhere

5 ratings

In this course, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google.

• Coursera
• 12 hours 42 minutes
• Self-Paced
• Paid Course

Coursera

Clean and analyze social media usage data with Python

40 ratings at Coursera

Extract, clean, and analyze tweets using Python to provide insights for social media brand promotion, enhancing client performance and delivering timely results.

• Coursera
• 2 hours 22 minutes
• Self-Paced
• Paid Course

Clean Your Data

40 ratings at Coursera

Master essential data cleaning techniques including handling missing values, outliers, categorical encoding, and input validation using Python for robust analysis.

• Coursera
• 6 hours 24 minutes
• Self-Paced
• Paid Course