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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


  • S

    SAS

    Structured Query Language (SQL) using SAS

    Skills you'll gain: SQL, SAS (Software), Database Management, Query Languages, Data Access, Database Management Systems, Data Presentation, Data Manipulation, Data Wrangling, Data Integration, Data Management

    4.9 stars, 288 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (288) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Rice University

    Business Statistics and Analysis Capstone

    Skills you'll gain: Business Analytics, Statistical Analysis, Data Analysis, Presentations, Data Presentation, Statistics, Statistical Reporting, Data Literacy, Analytical Skills, Analysis, Technical Communication, Predictive Analytics, Exploratory Data Analysis, Regression Analysis, Descriptive Statistics, Microsoft Excel

    4.7 stars, 443 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (443) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Java Programming and Software Engineering Fundamentals

    Skills you'll gain: File I/O, UI Components, Object Oriented Design, Java Programming, Software Design, User Interface (UI) Design, Debugging, Web Design and Development, Software Engineering, Code Reusability, Hypertext Markup Language (HTML), Computer Programming, Program Development, Event-Driven Programming, Bioinformatics, Encryption, Javascript, Algorithms, Data Analysis, Cascading Style Sheets (CSS)

    4.6 stars, 22K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (22K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Fundamentals of Machine Learning for Healthcare

    Skills you'll gain: Machine Learning Methods, Healthcare Ethics, Data Ethics, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Responsible AI, Artificial Neural Networks, Healthcare Industry Knowledge, Model Evaluation, Medical Science and Research, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Reinforcement Learning, Health Informatics, Generative Model Architectures, Deep Learning, Health Policy

    4.8 stars, 645 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (645) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    GenAI for Everyone

    Skills you'll gain: Generative AI, ChatGPT, Responsible AI, OpenAI, AI literacy, Social Impact, Organizational Effectiveness, LLM Application, Large Language Modeling, Operational Efficiency, Human Centered Design, Ethical Standards And Conduct, Natural Language Processing, Strategic Thinking, Problem Solving, Critical Thinking

    4.4 stars, 476 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (476) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google

    Play It Safe: Manage Security Risks

    Skills you'll gain: Security Management, Cyber Attacks, Threat Management, Cybersecurity, Cyber Risk, Risk Management Framework, Risk Management, Incident Response, Vulnerability Management, Risk Mitigation, Security Information and Event Management (SIEM), Security Controls, Computer Security, Enterprise Security, Risk Analysis, Information Assurance, Open Web Application Security Project (OWASP), Asset Protection, Event Monitoring, System Monitoring

    4.8 stars, 11K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (11K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    TensorFlow 2 for Deep Learning

    Skills you'll gain: Tensorflow, Generative AI, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Model Optimization, Applied Machine Learning, Bayesian Statistics, Supervised Learning, Natural Language Processing

    4.8 stars, 722 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (722) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Interprofessional Healthcare Informatics

    Skills you'll gain: Health Informatics, Health Technology, Telehealth, Interoperability, Clinical Informatics, Informatics, Electronic Medical Record, Health Information Management, Community Health, Healthcare Ethics, Data Sharing, Dental Informatics, Public Health, Data Ethics, Data Visualization, Medical Terminology, Graph Theory

    4.4 stars, 314 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (314) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Security in Google Cloud

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Distributed Denial-Of-Service (DDoS) Attacks, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Cloud Security, Containerization, Infrastructure As A Service (IaaS), Prompt Patterns, OAuth, Cloud Platforms, Cloud Storage, Cloud Services, Security Controls, Security Awareness, Application Security, Data Security

    4.7 stars, 50K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (50K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Hello, Python!

    Skills you'll gain: Package and Software Management, Data Science, Exploratory Data Analysis, Computer Programming, Mathematical Software, Data Structures

    4.7 stars, 107 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Campus BBVA

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Data Literacy, Descriptive Statistics, Analytics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Statistics, Big Data, Statistical Analysis

    4.6 stars, 238 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (238) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Generative AI for Educators

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, AI Personalization, Prompt Engineering Tools, Responsible AI, ChatGPT, AI literacy, Data Ethics, Multimodal Prompts, AI powered creativity, Education Software and Technology, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Digital pedagogy, Model Evaluation, AI Workflows, Machine Learning, AI Integrations

    4.7 stars, 12K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…203204205…834

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

  • Structured Query Language (SQL) using SAS: SAS
  • Business Statistics and Analysis Capstone: Rice University
  • Java Programming and Software Engineering Fundamentals: Duke University
  • Fundamentals of Machine Learning for Healthcare: Stanford Online
  • GenAI for Everyone: Fractal Analytics
  • Play It Safe: Manage Security Risks: Google
  • TensorFlow 2 for Deep Learning: Imperial College London
  • Interprofessional Healthcare Informatics: University of Minnesota
  • Security in Google Cloud: Google Cloud
  • Hello, Python!: Google

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