Online Courses to Learn Data Cleaning

Explore 13 data science courses and free resources covering everything you need to know about Data Cleaning.

Overview

Data cleaning is the process of identifying and correcting potential issues in a dataset that may negatively impact an analysis or process. Typical issues to address include missing data, outliers, and corrupt values.

Related Training

13 learning opportunities
Coursera
Maven Analytics
Complete Visual Guide to Machine Learning
Applied Mathematics Classification Cluster Analysis Correlation Customer Analytics
freeCodeCamp
Data Analysis with Python
Jupyter Matplotlib Microsoft Excel NumPy Pandas Arrays Data Analysis Data Cleaning Data Visualization Databases
Dataquest
Data Analyst in R
Caret R Programming RStudio SQL Shiny APIs Big Data Dashboards Data Analysis Data Cleaning
Coursera
Google
Data Engineering, Big Data, and Machine Learning on GCP
Apache Spark Google BigQuery Google Cloud Platform Tensorflow APIs Big Data Cloud Computing Data Analysis Data Cleaning
DataCamp
Data Science for Everyone

2 hours

$300

80,182
AB Testing Automation Cluster Analysis Data Analysis Data Cleaning
Data Science Certificates
London School of Economics and Political Science
GetSmarter
Data Science: Text Analysis Using R
Kenneth Benoit

8 weeks, 9 hours/week

$2,350
Jupyter R Programming Classification Cluster Analysis Data Analysis Data Analytics Data Cleaning
Coursera
Macquarie University
Excel Fundamentals for Data Analysis
Nicky Bull and Prashan S. M. Karunaratne

15 hours

Intermediate

68,371
Microsoft Excel Automation Data Analysis Data Analytics Data Cleaning Data Sets
Coursera
Northeastern University
Foundations for Data Analytics Part 2
Cluster Analysis Data Analysis Data Analytics Data Cleaning Distributions
Data Science Graduate Degrees
Duke University
Fuqua School of Business
Fuqua - Master of Quantitative Management (MQM) - Health Analytics

19 months

$67,300

45
Python Algorithms Classification Cluster Analysis Customer Analytics Data Analysis
Data Science Graduate Degrees
University of California, San Diego
Rady School of Management
Master of Science in Business Analytics (MSBA)

11 months

$64,675
Amazon Web Services Apache Spark Python SQL Tableau AB Testing APIs Algorithms Applied Mathematics Artificial Intelligence
Data Science Graduate Degrees
University of Notre Dame
Mendoza College of Business
MS in Business Analytics (MSBA)

10 months

$54,580

40
C Hadoop Microsoft Excel Python Qualtrics APIs Algorithms Big Data Cloud Computing Customer Analytics
Coursera
LearnQuest
No-Code Machine Learning and Data Science for Everyone
Data Cleaning Data Science Healthcare Analytics Machine Learning Optimization
Coursera
EDUCBA
NumPy & Pandas: Analyze & Transform Data
NumPy Pandas Data Analysis Data Cleaning Data Sets Optimization Statistical Analysis
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Career Relevance

Data Cleaning is most likely to appear on Chief Data Officer job descriptions where we found it mentioned 4.2 percent of the time.

1. Chief Data Officer
4.2%
2. Data Scientist
4.0%
3. Data Analyst
3.8%
4. Data Engineer
1.9%
5. Business Analyst
0.5%
6. Data Architect
0.2%