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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


  • 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

  • A

    Arizona State University

    Response Surfaces, Mixtures, and Model Building

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Model Optimization, Statistical Modeling, Statistical Inference, Mathematical Modeling, Design Strategies, Model Evaluation

    ★ 4.7 (67) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Monitor Email KPIs

    Skills you'll gain: Key Performance Indicators (KPIs), Dashboard, Performance Measurement, Data-Driven Marketing, Business Intelligence, Performance Metric, Business Metrics, Performance Analysis, Email Marketing, Performance Reporting, Stakeholder Communications, Marketing Analytics, Data-Driven Decision-Making, Data Visualization, Campaign Management, Continuous Monitoring

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Introduction to the Internet of Things and Embedded Systems

    Skills you'll gain: Embedded Systems, Internet Of Things, Network Protocols, Embedded Software, TCP/IP, OSI Models, Computer Hardware, Wireless Networks, Network Architecture, Computer Networking, Computer Programming

    ★ 4.7 (13K) · Mixed · Course · 1 - 4 Weeks

  • I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    ★ 4.4 (92) · Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Methods, Statistical Modeling, Statistical Analysis, Probability & Statistics, Predictive Modeling, Probability

    ★ 4.6 (23) · Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Rust CLI From Zero

    Skills you'll gain: Data Engineering, Rust (Programming Language), Command-Line Interface, Data Pipelines, Package and Software Management, Data Processing, Containerization, JSON, Unix Commands, Data Validation, Build Tools, Software Development Tools, Linux Commands, Development Environment, Release Management

    Beginner · 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 (2.6K) · Beginner · Specialization · 3 - 6 Months

  • J

    John Wiley & Sons

    Global Healthcare Outcomes: Theory & Research Models

    Skills you'll gain: Pain Management, Healthcare Project Management, Nursing Management, Value-Based Care, Patient-centered Care, Patient Safety, Health Policy, Nursing, Health Care, Mental and Behavioral Health, Substance Abuse, Healthcare Industry Knowledge, Cultural Responsiveness, Continuous Quality Improvement (CQI), Cultural Sensitivity, Infection Control, Surveys, Data Collection, Data Analysis, Leadership

    Intermediate · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Ciência de Dados para Finanças

    Skills you'll gain: Big Data, R (Software), Data Mining, Data-Driven Decision-Making, Data Visualization, Data Strategy, FinTech, Data Engineering, Data Visualization Software, Plot (Graphics), Deep Learning, Statistical Visualization, Machine Learning Methods, R Programming, Predictive Analytics, Analytics, Applied Machine Learning, Financial Market, Data Analysis, Digital Transformation

    ★ 4.3 (91) · Beginner · Specialization · 1 - 3 Months

  • U

    Universitat Politècnica de València

    Excel para los negocios nivel intermedio

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Data Presentation, Dashboard, Spreadsheet Software, Dashboard Creation, Excel Formulas, Business Intelligence, Data Import/Export, Graphing, Data Visualization, Data Analysis, Productivity Software, Microsoft Office, Data Entry, Data Validation, Business Reporting, Data Processing, Data Cleansing, Analysis

    Beginner · Specialization · 3 - 6 Months

  • S

    Salesforce

    Sales and CRM Overview

    Skills you'll gain: Sales Process, Sales, Salesforce, Customer Relationship Management (CRM) Software, Sales Operations, Customer Relationship Management, General Sales Practices, B2B Sales, Data Management, Customer Data Management, Databases, Data Quality, Data Cleansing, Business-To-Consumer

    ★ 4.6 (1.7K) · Beginner · Course · 1 - 4 Weeks

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

  • Intermediate Python and OOP: Packt
  • Response Surfaces, Mixtures, and Model Building: Arizona State University
  • Monitor Email KPIs: Coursera
  • Introduction to the Internet of Things and Embedded Systems: University of California, Irvine
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • Rust CLI From Zero: Pragmatic AI Labs
  • Organizational Change and Culture for Adopting Google Cloud: Google Cloud
  • Global Healthcare Outcomes: Theory & Research Models: John Wiley & Sons
  • Ciência de Dados para Finanças: Fundação Instituto de Administração

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