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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


  • C

    Coursera

    Improving Math Engagement with Prodigy

    Skills you'll gain: Education Software and Technology, Mathematics Education

    ★ 4.7 (88) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Introduction to Generative AI in Healthcare

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, AI literacy, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Healthcare Ethics, Treatment Planning, Medical Imaging, Natural Language Processing, Decision Support Systems

    ★ 4.1 (48) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Ubiquitous Learning and Instructional Technologies

    Skills you'll gain: Learning Management Systems, Education Software and Technology, Digital pedagogy, Instructional Strategies, Computer Science, Interactive Design, Emerging Technologies, Diversity Awareness

    ★ 4.6 (78) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Geneva

    The Diversity of Exoplanets

    Skills you'll gain: General Science and Research, Scientific Methods, Experimentation, Scientific Visualization, Physical Science, Research, Science and Research, Quantitative Research, Physics, Mathematical Modeling, Mechanics

    ★ 4.7 (38) · Intermediate · Course · 1 - 3 Months

  • A

    AI CERTs

    AI Essentials

    Skills you'll gain: AI Enablement, Data-Driven Decision-Making, digital literacy, Digital Transformation

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    AI Ethics, Responsible Use, and Creativity

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, AI powered creativity, Artificial Intelligence, Generative AI, Creativity, Ethical Standards And Conduct, Risk Management Framework, Environmental Issue, Analysis, Intellectual Property, Leadership

    ★ 4.7 (38) · Beginner · Course · 1 - 3 Months

  • K

    KodeKloud

    ML Model Development and Tracking: Hands-on Guide

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Model Optimization, Test Data, Model Evaluation, Data Synthesis, Development Environment, Claims Processing, Application Deployment, Record Keeping, Computer Hardware

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Operating Systems

    Skills you'll gain: Operating Systems, Operating System Administration, Memory Management, OS Process Management, System Software, System Programming, Command-Line Interface, Linux Administration, File Systems, System Monitoring, Performance Tuning, Package and Software Management, Systems Architecture, File Management, Algorithms, Cloud Platforms, User Accounts, Security Controls, Data Sharing

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

  • P

    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Davis

    Exploiting and Securing Vulnerabilities in Java Applications

    Skills you'll gain: Open Web Application Security Project (OWASP), Authentications, Exploit development, Penetration Testing, Security Strategy, Vulnerability Scanning, Security Testing, Application Security, Vulnerability Assessments, Code Review, Vulnerability Management, Secure Coding, Authorization (Computing), Exploitation techniques, Java, Security Controls, Java Programming, Patch Management, Dependency Analysis, Docker (Software)

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

  • I

    ISC2

    Systems and Application Security

    Skills you'll gain: Malware Protection, Endpoint Security, Mobile Security, Cloud Security, Application Security, Infrastructure Security, Cloud Deployment, Cloud Computing, Threat Detection, Cyber Attacks, Endpoint Detection and Response, Cybersecurity, Information Systems Security, Virtualization, Virtualization and Virtual Machines, Virtual Machines, Security Controls, Intrusion Detection and Prevention, Data Security, Human Factors (Security)

    ★ 4.7 (34) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud でのバッチデータ パイプラインの構築

    Skills you'll gain: Data Pipelines, Dataflow, Data Warehousing, Extract, Transform, Load, Data Quality, Data Cleansing, Data Validation, Performance Tuning, Google Cloud Platform, Data Processing, Apache Spark, Scalability, Data Transformation, Serverless Computing, System Monitoring

    ★ 4.4 (30) · Intermediate · Course · 1 - 4 Weeks

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

  • Improving Math Engagement with Prodigy: Coursera
  • Introduction to Generative AI in Healthcare : Coursera
  • Ubiquitous Learning and Instructional Technologies: University of Illinois Urbana-Champaign
  • The Diversity of Exoplanets: University of Geneva
  • AI Essentials: AI CERTs
  • AI Ethics, Responsible Use, and Creativity: University of Michigan
  • ML Model Development and Tracking: Hands-on Guide: KodeKloud
  • Operating Systems: Birla Institute of Technology & Science, Pilani
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • Exploiting and Securing Vulnerabilities in Java Applications: University of California, Davis

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