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Data Cleaning Courses

Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.


Popular Data Cleaning Courses and Certifications


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    Coursera

    Social Media Data Analytics

    Skills you'll gain: Social Media Marketing, Instagram, Business Intelligence, Predictive Modeling, Predictive Analytics, Dashboard, Case Studies, Customer Insights

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Davis

    Data Visualization with Tableau Project

    Skills you'll gain: Dashboard, Tableau Software, Peer Review, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Exploratory Data Analysis, Proposal Development, Data Analysis, Data Preprocessing, Data Quality, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
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    584 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Introduction to Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, R Programming, Medical Privacy, Google Cloud Platform, Data Ethics, Data Science, Health Informatics, Data Processing, Electronic Medical Record, SQL, Data Access

    4.5
    Rating, 4.5 out of 5 stars
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    426 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Vital Skills for Data Science

    Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, User Experience Design, Technical Communication, Cybersecurity, Healthcare Ethics, Usability, Statistical Reporting, Human Centered Design, Authentications, Data Storytelling, Ethical Standards And Conduct, Information Privacy, Responsible AI, Analysis

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    123 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of California, Irvine

    Data Visualization Best Practices

    Skills you'll gain: Data Visualization Software, Statistical Visualization, Data Presentation, Plot (Graphics), Data Storytelling, Tableau Software, Exploratory Data Analysis, Descriptive Statistics, Data Analysis, Descriptive Analytics, Histogram

    3.9
    Rating, 3.9 out of 5 stars
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    20 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Mastering Categorical Data Analysis with SAS

    Skills you'll gain: Logistic Regression, SAS (Software), Predictive Analytics, Advanced Analytics, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Small Data, Statistical Hypothesis Testing, Probability & Statistics, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

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    Google

    Make Data-Driven Decisions

    Skills you'll gain: Data Literacy, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Statistics and Applied Data Analysis

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    46 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Duke University

    Business Metrics for Data-Driven Companies

    Skills you'll gain: Business Analytics, Business Metrics, Analytics, Business Process Improvement, Business Intelligence, Business Process, Tableau Software, Business Analysis, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Data-Driven Decision-Making, Digital Transformation, E-Commerce, Financial Services, SQL, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    8.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California San Diego

    Basic Data Processing and Visualization

    Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Cleansing, Matplotlib, Data Import/Export, NumPy, Jupyter, JSON, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    200 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Invoices: Tax, Data & Spreadsheets

    Skills you'll gain: Invoicing, Billing & Invoicing, Accounting Records, Billing, Excel Formulas, Spreadsheet Software, Tax Compliance, Payment Processing and Collection, Microsoft Excel, Sales Tax, Regulatory Requirements, Law, Regulation, and Compliance, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    University of Michigan

    How to Describe Data

    Skills you'll gain: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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1…383940…807

In summary, here are 10 of our most popular data cleaning courses

  • Social Media Data Analytics: Coursera
  • Data Visualization with Tableau Project: University of California, Davis
  • Introduction to Clinical Data Science: University of Colorado System
  • Vital Skills for Data Science: University of Colorado Boulder
  • Data Visualization Best Practices: University of California, Irvine
  • Mastering Categorical Data Analysis with SAS: EDUCBA
  • Make Data-Driven Decisions: Google
  • Statistics and Applied Data Analysis: University of Colorado Boulder
  • Business Metrics for Data-Driven Companies: Duke University
  • Basic Data Processing and Visualization: University of California San Diego

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