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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

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    R أساسيات لغة البرمجة

    Skills you'll gain: R (Software), Exploratory Data Analysis, R Programming, Data Manipulation, File I/O, Statistical Programming, Data Analysis, File Management, Integrated Development Environments, Programming Principles, Data Science, Data Structures, Computer Programming

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    120 Quick Stata Tips

    Skills you'll gain: Stata, STATA (Software), Scripting, Plot (Graphics), Statistical Visualization, Data Visualization, Graphing, Data Visualization Software, Data Manipulation, Statistical Methods, Data Analysis, Data Management, Statistical Programming, Data Presentation, Debugging, Data Import/Export, Data Integrity

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Basic System Programming on IBM Z

    Skills you'll gain: Job Control Language (JCL), z/OS, Unix, IBM DB2, Database Management Systems, Mainframe Computing, Unix Shell, Operating System Administration, System Programming, Operating Systems, Unix Commands, System Software, Mainframe Technologies, Data Management, Data Storage Technologies, File Systems, Data Storage, System Configuration, File Management, Transaction Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    378 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Finanzas para profesionales no financieros

    Skills you'll gain: Financial Statement Analysis, Cash Management, Financial Statements, Financial Analysis, Budgeting, Budget Management, Financial Acumen, Financial Forecasting, Cash Flows, Working Capital, Forecasting, Cash Flow Forecasting, Financial Accounting, Financial Data, Finance, Financial Management, Accounting, Corporate Finance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    709 reviews

    Mixed · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Mastering Digital Twins

    Skills you'll gain: Digital Assets, Digital Transformation, Case Studies, digital literacy, Business Modeling, Production Process, Systems Architecture, Manufacturing Processes, Process Optimization, Predictive Modeling

    4.1
    Rating, 4.1 out of 5 stars
    ·
    466 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI-Enhanced Presentations Captivating Audiences with TOME

    Skills you'll gain: Generative AI, Prompt Engineering, Presentations, Prompt Engineering Tools, Document Management, Graphic and Visual Design, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Copenhagen

    Academic Information Seeking

    Skills you'll gain: Research, Science and Research, Record Keeping, Data Collection, Document Management, Research Methodologies, Information Management, Data Quality, Data Access, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
    ·
    809 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Peking University

    Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Life Sciences, Molecular Biology, Pharmacology, Statistical Modeling, Predictive Modeling, Network Analysis, Molecular, Cellular, and Microbiology, Data Analysis Software, Data Mapping, Data Processing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    285 reviews

    Mixed · Course · 3 - 6 Months

  • A

    Amazon Web Services

    Planning a Machine Learning Project

    Skills you'll gain: Feasibility Studies, Business Analysis, Decision Making, Strategic Decision-Making, Business Planning, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, AI Product Strategy, Business Leadership, Strategic Leadership, Project Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Mixed · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    The GRC Approach to Managing Cybersecurity

    Skills you'll gain: Cyber Governance, Cyber Security Policies, Cyber Security Strategy, Security Management, Cyber Risk, Cybersecurity, Security Strategy, Risk Management Framework, Continuous Monitoring, Cyber Security Assessment, Security Controls, Enterprise Security, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    370 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Geneva

    Global Health at the Human-Animal-Ecosystem Interface

    Skills you'll gain: Infectious Diseases, Environmental Science, Infection Control, Natural Resource Management, Epidemiology, Environmental Resource Management, Environment, Public Health and Disease Prevention, Sustainable Systems, Health Promotion, Social Determinants Of Health, Sustainable Development, Public Health, Environment Health And Safety, Health Disparities, Climate Change Adaptation, Health Policy, Nutrition and Diet, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    367 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • R أساسيات لغة البرمجة: Coursera
  • 120 Quick Stata Tips: Packt
  • Basic System Programming on IBM Z: IBM
  • Finanzas para profesionales no financieros: University of California, Irvine
  • Mastering Digital Twins: 28DIGITAL
  • AI-Enhanced Presentations Captivating Audiences with TOME: Coursera
  • Academic Information Seeking: University of Copenhagen
  • Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
  • Planning a Machine Learning Project: Amazon Web Services

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