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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


  • C

    Coursera

    The Role of the CEO in Navigating GenAI

    Skills you'll gain: Generative AI, Large Language Modeling, Internal Communications, Communication, Strategic Leadership, Leadership, Business Transformation, Strategic Decision-Making, Business Strategy, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Analytical Skills, Independent Thinking, Data Literacy, Decision Intelligence, Data-Driven Decision-Making, Behavioral Economics, Complex Problem Solving, Data Analysis, Cooperation, Artificial Intelligence, Emotional Intelligence, Open Mindset, Self-Awareness, Psychology, Communication, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Optimizing, Deploying, and Governing LLMs in the Enterprise

    Skills you'll gain: Model Deployment, Responsible AI, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Multimodal Prompts, Enterprise Application Management, Application Deployment, Model Optimization, AI Workflows, Data Management, Generative AI, Data Strategy, AI Personalization, Data Governance, Scalability, Data Quality

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Intermediate Python and OOP

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Unit Testing, Object Oriented Design, File I/O, Algorithms, Test Case, Test Tools, Python Programming, Debugging, Software Testing, Programming Principles, File Management, Code Reusability, Data Science, Context Management, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Accelerated Computer Science Fundamentals

    Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Engineering Software, Unstructured Data, Computer Programming, Software Engineering, Algorithms, Memory Management, Computer Programming Tools, Integrated Development Environments, Debugging, Program Development, Database Systems, Theoretical Computer Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.5K reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Interpretable machine learning applications: Part 5

    Skills you'll gain: Model Evaluation, Responsible AI, Exploratory Data Analysis, Histogram, Predictive Modeling, Data Visualization, Predictive Analytics, Data Preprocessing, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Descriptive Statistics, Data Ethics, Economics, Policy, and Social Studies, Development Environment, Software Engineering

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Nacional Autónoma de México

    Espectroscopía infrarroja: Algoritmo de interpretación

    Skills you'll gain: Analytical Chemistry, Analytical Testing, Chemistry, Data Analysis, Laboratory Testing, Vibrations, Engineering, Scientific, and Technical Instruments, Structural Analysis, Laboratory Research, Verification And Validation, Data Flow Diagrams (DFDs), Laboratory Techniques, Problem Solving, Pivot Tables And Charts, Quality Control, Data Collection, Physics

    Intermediate · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    Six Sigma Green Belt

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Team Performance Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Quality Control, Probability & Statistics, Probability Distribution, Process Improvement and Optimization, Statistical Methods, Process Analysis, Data Literacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.8K reviews

    Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Machine Learning, AI literacy, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Risk Analysis, Case Studies, Legal Risk, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Introduction to Computers and Operating Systems and Security

    Skills you'll gain: Operating Systems, Cybersecurity, Computer Architecture, Cloud Computing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Excel Functions and References Fast

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Payroll, Data Integrity, Scalability

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Organizational Change and Culture for Adopting Google Cloud

    Skills you'll gain: Business Transformation, Site Reliability Engineering, Innovation, Digital Transformation, Serverless Computing, Culture Transformation, Application Programming Interface (API), Technology Strategies, Cloud Security, Continuous Delivery, Data Mapping, Hybrid Cloud Computing, Safety Culture, Data Strategy, Technology Roadmaps, Organizational Change, Change Management, Continuous Deployment, People Management, Organizational Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • The Role of the CEO in Navigating GenAI: Coursera
  • Human Decision Making and its Biases: Fractal Analytics
  • Optimizing, Deploying, and Governing LLMs in the Enterprise: Packt
  • Intermediate Python and OOP: Packt
  • Accelerated Computer Science Fundamentals: University of Illinois Urbana-Champaign
  • Interpretable machine learning applications: Part 5: Coursera
  • Espectroscopía infrarroja: Algoritmo de interpretación: Universidad Nacional Autónoma de México
  • Six Sigma Green Belt: Kennesaw State University
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Introduction to Computers and Operating Systems and Security: Microsoft

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