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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


  • P

    Politecnico di Milano

    Machine Learning: an overview

    Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Dimensionality Reduction, Model Evaluation, Classification Algorithms, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Cloud Machine Learning Engineering and MLOps

    Skills you'll gain: MLOps (Machine Learning Operations), Continuous Delivery, Applied Machine Learning, Cloud Engineering, Google Cloud Platform, Model Deployment, Cloud Applications, Cloud Development, Cloud API, Cloud Deployment, Artificial Intelligence, Machine Learning, Microsoft Azure, AI Workflows, Software Engineering, Computer Vision, Application Programming Interface (API), Natural Language Processing, Flask (Web Framework)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    92 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Software Quality Assurance and Testing

    Skills you'll gain: Test Automation, Performance Testing, Software Quality Assurance, White-Box Testing, API Testing, Test Script Development, AI Security, Software Quality (SQA/SQC), Performance Stress Testing, Software Development Methodologies, Regression Testing, AI Integrations, Maintainability, Code Review, Scalability, Automation, Code Coverage, Software Technical Review, DevOps, Security Testing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 3 - 6 Months

  • K

    KodeKloud

    Python for the Absolute Beginner

    Skills you'll gain: Data Structures, Debugging, Python Programming, Computational Logic, Programming Principles, Data Storage, Code Reusability, Program Development, Computer Programming, Computer Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Minitab Applied Statistics & Hypothesis Testing Mastery

    Skills you'll gain: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Data Visualization, Descriptive Statistics, Statistical Analysis, Plot (Graphics), Business Analytics, Statistics, Sampling (Statistics), Statistical Software, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Analytical Skills, Case Studies, Statistical Visualization, Statistical Modeling, Data Validation

    Beginner · Specialization · 1 - 3 Months

  • O

    Oracle

    Oracle Java Foundations

    Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Oracle Cloud, Computer Programming, Cloud Development, Integrated Development Environments, Programming Principles, Development Environment, Code Reusability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Autònoma de Barcelona

    Arte 3D y animación en videojuegos

    Skills you'll gain: 3D Modeling, Video Game Development, Animation and Game Design, 3D Assets, Unity Engine, Game Design, User Interface (UI) Design, User Interface (UI), Visualization (Computer Graphics), Animations, Computer Graphics, Music, Computer Graphic Techniques, Conceptual Design, Creativity, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
    ·
    226 reviews

    Mixed · Course · 1 - 4 Weeks

  • N

    Nanjing University

    计算机操作系统

    Skills you'll gain: Operating Systems, File Management, Memory Management, Computer Systems, File Systems, OS Process Management, System Software, System Programming, File I/O, Software Systems, Data Storage, Computer Hardware, Peripheral Devices, Algorithms, Human Computer Interaction

    4.5
    Rating, 4.5 out of 5 stars
    ·
    143 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Skillshare

    Complete Beginners Guide to Blender 3D

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Timelines, Graphics Software, User Interface (UI), File Management, Image Quality, Software Versioning, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Institut Mines-Télécom

    4G Network Fundamentals

    Skills you'll gain: Network Engineering, Wireless Networks, Network Security, General Networking, Network Architecture, Network Infrastructure, Mobile Security, Network Protocols, Telecommunications, OSI Models, Communication Systems, Digital Communications, Dataflow, Authentications, Key Management, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    134 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Database Essentials and Vulnerabilities

    Skills you'll gain: Database Management, Database Administration, Database Management Systems, Databases, Database Application, Relational Databases, Database Architecture and Administration, Data Security, User Accounts, User Provisioning, SQL, Database Design, Vulnerability Management, Application Security, Security Controls, Information Systems Security, NoSQL, Role-Based Access Control (RBAC), Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 3 Months

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

  • Machine Learning: an overview: Politecnico di Milano
  • Computational Methods in Pricing and Model Calibration: Columbia University
  • Cloud Machine Learning Engineering and MLOps: Duke University
  • Software Quality Assurance and Testing: Board Infinity
  • Python for the Absolute Beginner: KodeKloud
  • Minitab Applied Statistics & Hypothesis Testing Mastery: EDUCBA
  • Oracle Java Foundations: Oracle
  • Arte 3D y animación en videojuegos: Universitat Autònoma de Barcelona
  • 计算机操作系统: Nanjing University
  • Complete Beginners Guide to Blender 3D: Skillshare

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