Data Cleaning Courses and Certifications

Excel Fundamentals for Data Analysis

6 ratings

As data becomes the modern currency, so the ability to analyse the data quickly and accurately has become of paramount importance.

• Coursera
• 14 hours 49 minutes
• Self-Paced
• Paid Course

Linode

Programming a Text Formatting App - Web Development Tutorial

Learn to build and deploy a text analyzer web app with features like case conversion and space removal. Covers Bootstrap, JavaScript, and Linode deployment in a step-by-step tutorial.

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

Photoshop Training Channel

Stranger Things Text Effect in Photoshop

Learn to create the iconic Stranger Things text effect in Photoshop. Master typography techniques, shortcuts, and advanced styling methods to achieve a professional-looking result.

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

R Programming 101

Manipulating Text in R

Master essential text manipulation techniques in R using the stringr package, covering pattern detection, replacement, case conversion, and string splitting functions.

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

PwC

Problem Solving with Excel

5 ratings

Learn essential Excel functions for business problem-solving, including formulas, data cleansing, pivot tables, and advanced techniques through guided demonstrations and practical exercises.

• Coursera
• 20 hours 23 minutes
• Self-Paced
• Paid Course

Data Structures and Performance

6 ratings

Explore data structures and algorithms for efficient handling of large datasets. Learn asymptotic analysis, linked lists, trees, and hashtables to improve program performance and flexibility.

• Coursera
• 1 day 17 hours 34 minutes
• Self-Paced
• Paid Course

Data Cleaning with Pandas

Learn how to clean data with concise and real life strategies, regardless of where your data is coming from: databases, scraped websites, etc.

• INE
• 6 hours
• Self-Paced
• Paid Course

R Programming 101

Handling Missing Data and Missing Values in R Programming - NA Values, Imputation, and naniar Package

Discover effective techniques for handling missing data in R through NA value management, imputation methods, and visualization using the naniar package for accurate data analysis.

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

Trelis Research

Preparing Fineweb - A Finely Cleaned Common Crawl Dataset for Language Models

Explore Common Crawl data processing, comparing datasets like C4 and RefinedWeb. Learn about quality filters, deduplication strategies, and LLM-assisted filtering for creating high-quality datasets like Fineweb Edu.

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

Alex the Analyst

Data Cleaning in MySQL - Full Project Tutorial

Master practical data cleaning techniques in MySQL through a hands-on project focused on processing and transforming layoff dataset using SQL queries and best practices.

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

Alex the Analyst

Data Cleaning with Python Pandas - A Complete Tutorial

Master essential data cleaning techniques in Python Pandas, including handling duplicates, standardizing values, splitting columns, and managing null values through hands-on demonstrations and practical examples.

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

Process Data from Dirty to Clean

18875 ratings at Coursera

In this course, you’ll continue to build your understanding of data analytics and the concepts and tools that data analysts use in their work.

• Coursera
• 16 hours 25 minutes
• Self-Paced
• Paid Course

Association for Computing Machinery (ACM)

Overview and Importance of Data Quality

Explore data quality's crucial role in machine learning, covering challenges, metrics, cleaning techniques, and strategies for handling imbalanced datasets in enterprise settings.

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

Prepping the Bar - Insights from Cleaning and Labeling a Cocktail Dataset

Explore data cleaning and labeling techniques using a cocktail dataset, gaining insights for effective data preparation in business analytics projects.

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

Alan Turing Institute

Turing Lecture - Problems in Basic Data Types in Computing

Exploring challenges in handling numbers, text, dates, and times in computing, with insights on their origins and potential solutions for developers.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video