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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


  • D

    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, LLM Application, Vibe coding, Generative AI, Code Review, Generative Model Architectures, Program Development, Software Development Methodologies, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    649 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Design Thinking for the Greater Good: Innovation in the Social Sector

    Skills you'll gain: Design Thinking, Journey Mapping, Stakeholder Engagement, Innovation, Prototyping, Stakeholder Analysis, Brainstorming, Storytelling, Human Centered Design, Social Impact, Ideation, Creativity, Service Design, Design Research, Problem Solving, Complex Problem Solving, Patient-centered Care, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    423 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Communication Skills for Engineers

    Skills you'll gain: Proposal Writing, Oral Expression, Presentations, Technical Communication, Verbal Communication Skills, Executive Presence, Business Writing, Public Speaking, Infographics, Business Communication, Corporate Communications, Interactive Data Visualization, Concision, Strategic Communication, Crisis Management, Persuasive Communication, Interpersonal Communications, Technical Writing, Electronic Media, Writing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    905 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    SkillUp

    Hiring and Interviewing

    Skills you'll gain: Interviewing Skills, Labor Compliance, Talent Recruitment, Recruitment, Law, Regulation, and Compliance, Diversity Training, Talent Acquisition, Diversity Equity and Inclusion Initiatives, Human Resource Management, Labor Law, Workplace inclusivity, Recruitment Strategies, Professionalism, Record Keeping, Data-Driven Decision-Making, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Quantitative Research

    Skills you'll gain: Surveys, Statistical Hypothesis Testing, Survey Creation, Quantitative Research, Statistical Analysis, Marketing Analytics, Market Research, Advanced Analytics, Statistical Methods, Data Analysis, Probability & Statistics, Marketing, Data-Driven Marketing, Business Research, Business Analytics, Statistical Modeling, Target Market, Market Analysis, Marketing Strategies, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    346 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Android App Development from Base44 to Compose

    Skills you'll gain: Android Jetpack, Android Studio, Android Development, Kotlin, Mobile Development, UI Components, Application Frameworks, Mobile Development Tools, Prototyping, User Interface (UI), Application Development, Animations, User Interface (UI) Design, Data Management, Development Environment, Responsive Web Design, Programming Principles, Interactive Design

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    BiteSize Python for Intermediate Learners

    Skills you'll gain: Matplotlib, Object Oriented Programming (OOP), Plotly, Data Visualization Software, Seaborn, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Software Documentation, Scatter Plots, Data Structures, Maintainability, Programming Principles, Code Reusability, Data Import/Export, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Linux Shell Scripting - Basics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Commands, Scripting, Linux, Scripting Languages, Unix, Command-Line Interface, OS Process Management, Computational Logic, File I/O, Programming Principles, Debugging

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Mergers & Acquisitions Graduate Certificate

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • E

    Edureka

    Claude Code for Vibe Coding

    Skills you'll gain: Model Context Protocol, Claude Code, Vibe coding, Generative AI Agents, LLM Application, AI Workflows, AI Orchestration, Agentic Workflows, GitHub Copilot, AI Enablement, AI Security, Prompt Engineering, Code Review, Prompt Patterns, Software Development, Web Applications, Software Testing, Security Testing, Software Engineering, Web Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Employee Attrition Prediction Using Machine Learning

    Skills you'll gain: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Statistical Visualization, Data Processing, Data Cleansing, Data Wrangling, People Analytics, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Applied Machine Learning, Model Training, Statistical Modeling, Statistical Machine Learning, Regression Analysis, Supervised Learning, Model Evaluation, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google

    Ask Effective Questions

    Skills you'll gain: Analytics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Generative AI for Software Development: DeepLearning.AI
  • Design Thinking for the Greater Good: Innovation in the Social Sector: University of Virginia
  • Communication Skills for Engineers: Rice University
  • Hiring and Interviewing: SkillUp
  • Quantitative Research: University of California, Davis
  • Android App Development from Base44 to Compose: Packt
  • BiteSize Python for Intermediate Learners: University of Colorado Boulder
  • Linux Shell Scripting - Basics: Packt
  • Mergers & Acquisitions Graduate Certificate: University of Illinois at Urbana-Champaign
  • Claude Code for Vibe Coding: Edureka

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