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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


  • U

    University of Minnesota

    Introduction to Software Testing

    Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, Test Case, Test Automation, Development Testing, Test Planning, Test Tools, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Script Development, Systems Development Life Cycle, Test Data, Technical Communication

    ★ 4.3 (830) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Digital Ethics in the Age of AI

    Skills you'll gain: Data Ethics, Responsible AI, Information Privacy, Personally Identifiable Information, AI literacy, Digital Transformation, Cyber Governance, AI Product Strategy, AI Enablement, Artificial Intelligence, Law, Regulation, and Compliance, Business Ethics, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Generative AI

    Beginner · Course · 3 - 6 Months

  • U

    University of Geneva

    Ecosystem Services: a Method for Sustainable Development

    Skills you'll gain: Sustainable Development, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Environment and Resource Management, Spatial Data Analysis, Water Sustainability, Natural Resource Management, Spatial Analysis, Environmental Science, Environmental Policy, Environmental Issue, Hydrology, Economics, Governance, Case Studies, Ethical Standards And Conduct

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

  • C

    Coursera

    Excel Financial Statement Modeling and Bookkeeping Automatio

    Skills you'll gain: Bookkeeping, Financial Analysis, Financial Modeling, Financial Statements, Financial Statement Analysis, Financial Accounting, Financial Reporting, Microsoft Excel, Reconciliation, Income Statement, Accounting, Excel Formulas, Balance Sheet, Cash Flows, Spreadsheet Software, Auditing, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

  • I

    IE Business School

    Globalization, Economic Growth and Stability

    Skills you'll gain: Financial Policy, International Finance, Public Policies, Economics, Economic Development, Economics, Policy, and Social Studies, Policy Development, Business Economics, Market Opportunities, International Relations, Tax, Market Data, Policy Analysis, Socioeconomics, Risk Analysis, Demography, Crisis Management, Fiscal Management, Social Studies, Supply And Demand

    ★ 4.8 (1.4K) · Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Predictive Modeling, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Data Analysis Software, Predictive Analytics, Statistical Methods, Descriptive Statistics, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics

    ★ 4.8 (25) · Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Email Marketing: Campaigns, Tools & Optimization

    Skills you'll gain: Email Marketing, Email Automation, Marketing Automation, Campaign Management, Digital Marketing, Marketing Strategies, Campaign Planning, Personalized Campaigns, Marketing Analytics, Automation, Customer Engagement, Performance Analysis, Customer Relationship Building, Target Audience

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Foundations of AI and Machine Learning

    Skills you'll gain: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, AI Integrations, MLOps (Machine Learning Operations), Application Deployment, AI Workflows, Model Evaluation, Data Cleansing, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability

    ★ 4.5 (261) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Audience Management & Compliance

    Skills you'll gain: Email Marketing, Performance Analysis, Campaign Management, Target Audience, Customer Analysis, Project Design, Customer Relationship Management (CRM) Software, Gmail, Customer Relationship Management, Customer Data Management, Performance Measurement, Regulation and Legal Compliance, Driving engagement, Compliance Management, Compliance Auditing, Customer Engagement, Regulatory Compliance, Personalized Campaigns, Management Accounting, Behavioral Economics

    Beginner · Course · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Memory Foundations in C++

    Skills you'll gain: Memory Management, C++ (Programming Language)

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Capstone Project: Predicting Safety Stock

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Inventory Management, Demand Planning, Matplotlib, Predictive Modeling, Forecasting, Exploratory Data Analysis, Predictive Analytics, Data Visualization, Model Optimization, Pandas (Python Package), Data Analysis, Data Manipulation, Machine Learning

    ★ 3.9 (10) · Intermediate · Course · 1 - 4 Weeks

  • U

    University at Buffalo

    Digital Manufacturing & Design

    Skills you'll gain: Manufacturing and Production, Digital Transformation, Manufacturing Processes, Manufacturing Operations, Production Process, Product Design, Automation, Digital Design, Digital Analysis, Innovation, Safety and Security, Advanced Analytics, Technology Roadmaps, Cybersecurity, Big Data

    ★ 4.7 (3.6K) · Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Software Testing: University of Minnesota
  • Digital Ethics in the Age of AI: Packt
  • Ecosystem Services: a Method for Sustainable Development: University of Geneva
  • Excel Financial Statement Modeling and Bookkeeping Automatio: Coursera
  • Globalization, Economic Growth and Stability: IE Business School
  • Predictive Analytics & Modeling with Minitab: EDUCBA
  • Email Marketing: Campaigns, Tools & Optimization: EDUCBA
  • Foundations of AI and Machine Learning: Microsoft
  • Audience Management & Compliance: Coursera
  • Memory Foundations in C++: University of Illinois Urbana-Champaign

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