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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


  • J

    Johns Hopkins University

    Measurement – Turning Concepts into Data

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Quantitative Research, Analysis, Research Methodologies, Data Analysis, Data Collection, Data Quality, Data Transformation, Statistical Analysis, Data Modeling, Data Validation, Statistical Methods, Mitigation

    ★ 4.7 (82) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    People Data Foundations: Metrics & Visualization

    Skills you'll gain: Dashboard, Dashboard Creation, Employee Retention, Report Writing, Employee Engagement, Employee Surveys, Data Storytelling, People Analytics, HR Tech, Root Cause Analysis, Data Import/Export, Human Resources Software, Decision Making, Data Cleansing, Human Resource Management, Data Visualization, Talent Management, Microsoft Excel, Statistical Analysis, Surveys

    Beginner · Specialization · 3 - 6 Months

  • S

    SkillsBooster Academy

    AI-Powered Data Analysis with Microsoft Copilot

    Skills you'll gain: Microsoft Copilot, Data Visualization, Data Analysis, Interactive Data Visualization, Data Presentation, Exploratory Data Analysis, Data Storytelling, Data Visualization Software, Dashboard, Data Cleansing, Microsoft Excel, AI Workflows, Microsoft PowerPoint, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Excel Formulas, Data Architecture, Excel Macros, Generative AI, Microsoft Windows

    Beginner · Course · 1 - 3 Months

  • U

    University of Toronto

    Data Visualization for Genome Biology

    Skills you'll gain: Scientific Visualization, Data Visualization Software, Graphic and Visual Design, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Plot (Graphics), Ggplot2, R (Software), Dimensionality Reduction, Scatter Plots, Design Elements And Principles, R Programming, Network Analysis, Heat Maps, Molecular Biology, Design Thinking, Molecular, Cellular, and Microbiology, Web Services

    ★ 4.8 (25) · Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Data, Security, and Privacy

    Skills you'll gain: digital literacy, Systems Design, Systems Development, Data Security, System Design and Implementation, Data Ethics, Cybersecurity, Information Technology, Information Privacy

    ★ 4.5 (53) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Modern Data Architecture & Lakehouse Engineering

    Skills you'll gain: Data Lakes, Data Pipelines, Data Integration, Apache Airflow, Performance Tuning, Data Security, Data Architecture, Data Transformation, Apache Spark, Disaster Recovery, Data Warehousing, Cloud Infrastructure, SQL, Infrastructure as Code (IaC), Database Architecture and Administration, PySpark, Terraform, Extract, Transform, Load, Cloud Computing, Data Governance

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Apache Kafka, Tensorflow, Real Time Data, Extract, Transform, Load, Big Data, Data Warehousing, Apache Spark, Data Architecture, Data Management, Data Processing, Data Integration, Metadata Management, Unstructured Data, Dashboard Creation, Applied Machine Learning

    ★ 4.7 (815) · Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Tata Kelola Data Google Workspace

    Skills you'll gain: Data Governance, Gmail, Google Workspace, Data Loss Prevention, Data Management, Data Security, Information Management, Records Management, Email Security, Data Storage, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

  • W

    Wesleyan University

    Data Analysis and Interpretation Capstone

    Skills you'll gain: Data Storytelling, Data Presentation, Exploratory Data Analysis, Data Analysis, Data Visualization, Research Reports, Statistical Reporting, Analytical Skills, Report Writing, Data Synthesis, Data Science, Data Management, Statistical Analysis, Data Manipulation, Descriptive Analytics, Descriptive Statistics, Research Methodologies, Research, Research Design

    ★ 4.8 (48) · Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Modeling Data in Power BI

    Skills you'll gain: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Model Optimization, Performance Tuning, Business Intelligence, Data Analysis

    ★ 4 (13) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Defining, Describing, and Visualizing Data

    Skills you'll gain: Data-Driven Decision-Making, Descriptive Statistics, Data Literacy, Data Analysis, Plot (Graphics), Probability Distribution, Statistical Software, Statistics, Statistical Visualization, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Statistical Programming, Descriptive Analytics, Statistical Hypothesis Testing, Data Manipulation, Histogram

    ★ 4.3 (15) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Foundations of Data Structures & Algorithms

    Skills you'll gain: Data Structures, Algorithms, Java, Java Programming, Programming Principles, Computer Programming, Performance Tuning, Computational Thinking, Theoretical Computer Science, Solution Design

    Beginner · Course · 1 - 3 Months

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

  • Measurement – Turning Concepts into Data: Johns Hopkins University
  • People Data Foundations: Metrics & Visualization: Coursera
  • AI-Powered Data Analysis with Microsoft Copilot: SkillsBooster Academy
  • Data Visualization for Genome Biology: University of Toronto
  • Data, Security, and Privacy: University of California, Irvine
  • Modern Data Architecture & Lakehouse Engineering: Coursera
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Tata Kelola Data Google Workspace: Google Cloud
  • Data Analysis and Interpretation Capstone: Wesleyan University
  • Modeling Data in Power BI: Microsoft

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