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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


  • Status: Preview
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    C

    Coursera

    First Steps in Python with Jupyter Notebooks

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Data Science, Generative AI, Development Environment, Computer Programming, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Pair Programming with a Large Language Model

    Skills you'll gain: LLM Application, Google Gemini, Test Case, Code Review, Software Documentation, Prompt Engineering, Debugging

    Beginner · Project · Less Than 2 Hours

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    U

    Università Bocconi

    A Scientific Approach to Innovation Management

    Skills you'll gain: Data Analysis, Innovation, Scientific Methods, Strategic Decision-Making, Statistical Analysis, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Big Data, Entrepreneurship, Business Metrics, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Blockchain

    Skills you'll gain: Blockchain, Cryptography, Encryption, FinTech, Data Sharing, Transaction Processing, Fraud detection, Distributed Computing, Payment Systems, Data Integrity, Emerging Technologies, Digital Assets, Software Systems, Authentications, Systems Architecture, Data Security, Computer Systems, Software Architecture, Network Security, Network Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    231 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Linear Regression in R for Public Health

    Skills you'll gain: Correlation Analysis, Regression Analysis, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, R (Software), Exploratory Data Analysis, Model Evaluation, Statistical Analysis, Probability & Statistics, Biostatistics, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
    ·
    527 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Test and Behavior Driven Development

    Skills you'll gain: Test Driven Development (TDD), Gherkin (Scripting Language), Code Coverage, Behavior-Driven Development, Software Testing, Unit Testing, Test Automation, Test Tools, API Testing, Test Case, Test Data, User Story, Mockups, Restful API, Microservices

    4.8
    Rating, 4.8 out of 5 stars
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    240 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    CISSP Certified Information Systems Security Professional

    Skills you'll gain: Identity and Access Management, Network Security, Cryptography, AWS Identity and Access Management (IAM), Encryption, Digital Forensics, User Provisioning, Penetration Testing, Vulnerability Scanning, Security Management, ISO/IEC 27001, Information Systems Security, Network Architecture, Computer Networking, DevSecOps, Risk Management, Safety and Security, Data Management, Software Development Methodologies, Cybersecurity

    4.8
    Rating, 4.8 out of 5 stars
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    136 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Concurrent Programming in Java

    Skills you'll gain: Java Programming, Java, Data Structures, System Programming, Programming Principles, Debugging, Algorithms, Performance Testing

    4.5
    Rating, 4.5 out of 5 stars
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    664 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Analysis for Business Systems

    Skills you'll gain: Business Systems Analysis, Systems Analysis, Requirements Analysis, Business Requirements, Business Analysis, Business Systems, Process Flow Diagrams, User Requirements Documents, Data Flow Diagrams (DFDs), Requirements Management, Diagram Design, Feasibility Studies

    4.8
    Rating, 4.8 out of 5 stars
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    578 reviews

    Beginner · Course · 1 - 3 Months

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    P

    Peking University

    生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Markov Model, Life Sciences, Biotechnology, Molecular Biology, Biostatistics, Biology, Computational Thinking, Data Mining, Medical Science and Research, Algorithms, Data Analysis Software

    4.8
    Rating, 4.8 out of 5 stars
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    189 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    V

    Vanderbilt University

    Hot Topics in Criminal Justice

    Skills you'll gain: Criminal Investigation and Forensics, Social Justice, Legal Proceedings, Social Sciences, Policy Analysis, Disabilities, Mental Health Diseases and Disorders, Law, Regulation, and Compliance, Cultural Diversity, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    194 reviews

    Beginner · Course · 1 - 3 Months

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

  • First Steps in Python with Jupyter Notebooks: Coursera
  • Pair Programming with a Large Language Model: DeepLearning.AI
  • A Scientific Approach to Innovation Management: Università Bocconi
  • Blockchain: University of California, Irvine
  • Linear Regression in R for Public Health : Imperial College London
  • Introduction to Test and Behavior Driven Development: IBM
  • CISSP Certified Information Systems Security Professional: Packt
  • Concurrent Programming in Java: Rice University
  • Analysis for Business Systems: University of Minnesota
  • 生物信息学: 导论与方法: Peking University

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