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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


  • J

    Johns Hopkins University

    Simple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Logistic Regression, Regression Analysis, Statistical Methods, Statistical Analysis, Data Literacy, Quantitative Research, Public Health, Statistical Modeling, Statistics, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Risk Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    391 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Natural Language Processing - Transformers with Hugging Face

    Skills you'll gain: Hugging Face, Large Language Modeling, Transfer Learning, Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Fine-tuning, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Interactive Power BI Dashboards for Business Reporting

    Skills you'll gain: Dashboard Creation, People Analytics, Business Reporting, Business Intelligence, Data Storytelling, Business Analysis, Business Analytics, Data Validation, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Introducción a las finanzas

    Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Accounts Receivable, Financial Data, Financial Planning, Financial Controls, Finance, Financial Management, Financial Accounting, Business Planning, Balance Sheet, Income Statement, Business Management, Cash Flows

    4.6
    Rating, 4.6 out of 5 stars
    ·
    326 reviews

    Mixed · Course · 1 - 3 Months

  • L

    L&T EduTech

    Geospatial Techniques for Engineers

    Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Construction Engineering, Database Management, Database Management Systems, Construction, Construction Management, ArcGIS, Relational Databases, Visualization (Computer Graphics), Civil and Architectural Engineering, Global Positioning Systems, Data Mapping, Building Information Modeling, Survey Creation, Engineering, Scientific, and Technical Instruments

    4.3
    Rating, 4.3 out of 5 stars
    ·
    75 reviews

    Advanced · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Machine Learning Algorithms, Statistical Analysis, Probability & Statistics, Probability Distribution, R Programming, Machine Learning Methods, Statistical Methods, R (Software), Applied Machine Learning, Statistical Machine Learning, Statistics, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Statistical Programming, Correlation Analysis, Data Manipulation, Supervised Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master PL/SQL: Apply, Integrate & Optimize Database Logic

    Skills you'll gain: PL/SQL, SQL, Business Logic, Stored Procedure, Database Design, Oracle Databases, Database Management, Database Development, Relational Databases, Data Integrity, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Analytics, Data Manipulation, Predictive Analytics, Model Training, Predictive Modeling, Machine Learning, Data Access, Exploratory Data Analysis, SQL

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    ML Model Training & Validation

    Skills you'll gain: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of California San Diego

    Internet of Things: Communication Technologies

    Skills you'll gain: Session Initiation Protocols, Android Studio, Android Development, Internet Of Things, Communication Systems, Network Protocols, Telecommunications, Wireless Networks, Mobile Development, Digital Communications, Emerging Technologies, Application Development, Digital Signal Processing, Embedded Systems, Open Source Technology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    510 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of London

    3D Models for Virtual Reality

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), 3D Assets, Unity Engine, Visualization (Computer Graphics), Virtual Environment, Computer Graphics, Video Game Development, Computer Graphic Techniques, Game Design, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    386 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Applied Cryptography

    Skills you'll gain: Data Encryption Standard, Public Key Infrastructure, Cryptography, Brute-force attacks, Key Management, Advanced Encryption Standard (AES), Cryptographic Protocols, Encryption, Data Integrity, Cybersecurity, Computer Security, Information Assurance, Authentications, Data Security, Theoretical Computer Science, Public Key Cryptography Standards (PKCS), Threat Modeling, Communication Systems, Algorithms, Digital Communications

    4.6
    Rating, 4.6 out of 5 stars
    ·
    919 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Simple Regression Analysis in Public Health : Johns Hopkins University
  • Natural Language Processing - Transformers with Hugging Face: Packt
  • Build Interactive Power BI Dashboards for Business Reporting: EDUCBA
  • Introducción a las finanzas: Universidad Nacional Autónoma de México
  • Geospatial Techniques for Engineers: L&T EduTech
  • Machine Learning with R: Build, Analyze & Predict: EDUCBA
  • Master PL/SQL: Apply, Integrate & Optimize Database Logic: EDUCBA
  • Bracketology with Google Machine Learning: Google Cloud
  • ML Model Training & Validation: Coursera
  • Internet of Things: Communication Technologies: University of California San Diego

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