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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

    Agentic AI Content for Practitioners (Teams: Data)

    Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Orchestration, AI Integrations, Advanced Analytics, Enterprise Architecture, Automation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Scalability, Performance Tuning, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Social Determinants of Health: Data to Action

    Skills you'll gain: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Public Health and Disease Prevention, Statistical Analysis, Systems Thinking, Statistical Software, Data Analysis, Community Development, Box Plots, Data Ethics, Scatter Plots, Climate Change Programs

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Michigan

    Exploratory Data Analysis for the Public Sector with ggplot

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Data Presentation, Ggplot2, R (Software), Data Literacy, Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Statistical Analysis, Graphic and Visual Design, Histogram, Tidyverse (R Package), Public Administration, Statistical Programming, Trend Analysis

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Data Science Decisions in Time: Information Theory & Games

    Skills you'll gain: Game Theory, Cyber Security Strategy, Data-Driven Decision-Making, Decision Intelligence, Cybersecurity, Data Science, Algorithms, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Advanced Data Operations in Apache Cassandra

    Skills you'll gain: Apache Cassandra, Data Manipulation, Distributed Computing, Transaction Processing, Apache, NoSQL, Database Design, Query Languages, Performance Tuning, Scalability, Data Integrity, Data Management, Java

    Beginner · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Analytics, Probability Distribution, Data Processing, Probability & Statistics, Statistical Methods, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Present Compelling Data Stories with Excel

    Skills you'll gain: Data Storytelling, Data Presentation, Peer Review, Interactive Data Visualization, Data Visualization, Storytelling, Microsoft Excel, Dashboard Creation, Data-Driven Decision-Making, Presentations, Pivot Tables And Charts, Data Visualization Software, Business Intelligence, Constructive Feedback, Financial Reporting, User Feedback, Business, Stakeholder Communications, Case Studies, Decision Making

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Power BI Projects for Data Analytics

    Skills you'll gain: Spatial Data Analysis, Datamaps, Storytelling

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 3

    Skills you'll gain: Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Regression Analysis, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Statistical Methods, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Machine Learning Algorithms, Probability Distribution, Estimation, Machine Learning, Performance Metric

    Beginner · Course · 1 - 4 Weeks

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    University of Leeds

    Data Science: Ethical decision-making in practice

    Skills you'll gain: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Analytical Skills, Research Methodologies

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Data Visualization with OpenAI API: Generate code with GenAI

    Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Data Visualization, Data Visualization Software, OpenAI, ChatGPT, Data Literacy, Plot (Graphics), Data Analysis, Python Programming, Data Manipulation, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
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    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Analyze Data Using Essential Statistics for Analytics

    Skills you'll gain: Sampling (Statistics), Data Literacy, Statistical Visualization, Data Visualization, Data Analysis, Descriptive Statistics, Box Plots, Statistics, Plot (Graphics), Statistical Methods, Data Analysis Software, Statistical Analysis, Probability & Statistics, Data Visualization Software, Business Analytics, Statistical Software, Data Presentation, Exploratory Data Analysis, Analytics, R (Software)

    Beginner · Course · 1 - 4 Weeks

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

  • Agentic AI Content for Practitioners (Teams: Data): Coursera
  • Social Determinants of Health: Data to Action: University of Minnesota
  • Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
  • Data Science Decisions in Time: Information Theory & Games: Johns Hopkins University
  • Apply Advanced Data Operations in Apache Cassandra: EDUCBA
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Present Compelling Data Stories with Excel: Coursera
  • Apply Power BI Projects for Data Analytics: EDUCBA
  • Data Science Fundamentals Part 2: Unit 3: Pearson
  • Data Science: Ethical decision-making in practice: University of Leeds

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