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  • Data Cleaning

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


  • C

    Coursera

    Power BI for Beginners: Interactive Dashboard Fundamentals

    Skills you'll gain: Power BI, Dashboard, Dashboard Creation, Data Storytelling, Key Performance Indicators (KPIs), Business Reporting, Data Visualization, Performance Reporting, Business Intelligence, Interactive Data Visualization, Data Visualization Software, Performance Measurement, Performance Metric, Performance Analysis, Sales, Business Metrics, Data Import/Export, Trend Analysis, Color Theory

    4.7 stars, 110 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (110) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • U

    University of Alberta

    A Complete Reinforcement Learning System (Capstone)

    Skills you'll gain: Reinforcement Learning, Systems Development, Solution Architecture, Machine Learning Methods, Model Training, Model Evaluation, Agentic systems, Artificial Neural Networks, Machine Learning, Model Optimization, Machine Learning Algorithms, Markov Model, Feature Engineering, Algorithms, Performance Tuning

    4.7 stars, 653 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (653) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Strategic Leader

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, Generative AI, AI Workflows, AI Enablement, Agentic systems, Strategic Decision-Making, Business Intelligence, Business Leadership, Data-Driven Decision-Making, Automation, Organizational Leadership, Strategic Planning, Planning, Talent Acquisition, Procurement

    4.8 stars, 10K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (10K) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • I

    IBM

    Statistical Analysis Fundamentals using Excel

    Skills you'll gain: Data Visualization, Descriptive Statistics, Data Presentation, Statistical Hypothesis Testing, Statistical Visualization, Regression Analysis, Forecasting, Probability Distribution, Data Visualization Software, Business Analytics, Data Analysis, Statistical Analysis, Statistical Methods, Probability & Statistics, Microsoft Excel, Descriptive Analytics, Statistics, Spreadsheet Software, Predictive Analytics, Predictive Modeling

    4.6 stars, 154 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (154) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Machine Learning, Statistical Analysis, Statistical Hypothesis Testing, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design

    3.3 stars, 107 reviews, Advanced, Course, 1 - 3 Months

    ★ 3.3 (107) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Building Generative AI-Powered Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LangChain, LLM Application, OpenAI API, Hugging Face, Generative AI, OpenAI, Web Applications, Application Development, Flask (Web Framework), Python Programming, Natural Language Processing, Front-End Web Development, Image Analysis, User Interface (UI)

    4.6 stars, 296 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (296) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Python Fundamentals

    Skills you'll gain: Programming Principles, Computer Science, Computer Programming, Data Manipulation, Python Programming, Computational Logic, Data Science

    4.8 stars, 230 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (230) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SAS

    SAS Statistical Business Analyst

    Skills you'll gain: SAS (Software), Statistical Hypothesis Testing, Predictive Modeling, Logistic Regression, Predictive Analytics, Statistical Analysis, Model Evaluation, Statistical Modeling, Regression Analysis, Correlation Analysis, Statistical Software, Model Training, Exploratory Data Analysis, Statistical Methods, Statistical Inference, Business Analytics, Probability & Statistics, Model Deployment, Data Analysis, Supervised Learning

    4.6 stars, 229 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (229) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Mastering Advanced Pivot Tables in Excel

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Dashboard Creation, Dashboard, Spreadsheet Software, Business Reporting, Interactive Data Visualization, Data Visualization, Excel Formulas, Data Import/Export, Data Cleansing, Data Analysis Software, Timelines

    4.8 stars, 17 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.8 (17) · Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Communicating Business Analytics Results

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Storytelling, Data Literacy, Business Analytics, Presentations, Data-Driven Decision-Making, Data Analysis, Analytics, Technical Communication, Case Studies, Predictive Analytics, Correlation Analysis

    4.5 stars, 521 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (521) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Business Analyst

    Skills you'll gain: Business Analysis, Requirements Elicitation, Data Storytelling, Business Analysis Tools, Stakeholder Management, Stakeholder Analysis, Process Optimization, Requirements Management, Prompt Engineering, Business Systems Analysis, Business Requirements, Process Modeling, Process Improvement and Optimization, Data Presentation, Responsible AI, Business Process Modeling, Business Analytics, Excel Formulas, Data Cleansing, Process Analysis

    4.7 stars, 14K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (14K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • I

    IBM

    IBM Java Developer

    Skills you'll gain: Software Development Life Cycle, Cloud-Native Computing, Software Architecture, Hibernate (Java), Database Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), Javascript, CI/CD, Restful API, Data Ethics, Java Programming, Model Deployment, Version Control, Database Management, Software Development, Software Design

    4.6 stars, 7.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (7.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data cleaning courses

  • Power BI for Beginners: Interactive Dashboard Fundamentals: Coursera
  • A Complete Reinforcement Learning System (Capstone): University of Alberta
  • Generative AI Strategic Leader: Vanderbilt University
  • Statistical Analysis Fundamentals using Excel: IBM
  • Causal Inference: Columbia University
  • Building Generative AI-Powered Applications with Python: IBM
  • Introduction to Python Fundamentals: University of Colorado Boulder
  • SAS Statistical Business Analyst: SAS
  • Mastering Advanced Pivot Tables in Excel: Packt
  • Communicating Business Analytics Results: University of Colorado Boulder

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