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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

    A Practical Approach to Timeseries Forecasting Using Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Model Optimization, Predictive Analytics, Data Preprocessing, Statistical Modeling, Model Evaluation, Machine Learning Methods, Data Processing, Feature Engineering, Data Visualization Software

    Intermediate · Course · 1 - 3 Months

  • K

    KodeKloud

    DevOps Mastery

    Skills you'll gain: Jenkins, Terraform, Ansible, Infrastructure as Code (IaC), Kubernetes, Continuous Integration, CI/CD, Git (Version Control System), Docker (Software), Microservices, GitHub, Containerization, Command-Line Interface, Continuous Delivery, Devops Tools, Continuous Deployment, Version Control, Data Structures, DevOps, Network Administration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    265 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Learn Tableau by Working on Exciting Dashboards

    Skills you'll gain: Data Presentation, Data Storytelling, Tableau Software, Dashboard, Interactive Data Visualization, Dashboard Creation, Data Visualization, Data Visualization Software, Spreadsheet Software, Data Analysis, Key Performance Indicators (KPIs), Portfolio Management, Performance Analysis, Financial Data

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Structurer des projets d’apprentissage automatique

    Skills you'll gain: Transfer Learning, Model Training, Machine Learning Methods, Applied Machine Learning, Debugging, Decision Intelligence, Deep Learning, Machine Learning, Artificial Intelligence, Model Evaluation, Model Optimization, Analysis, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    AI, Empathy & Ethics

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Artificial Neural Networks, Ethical Standards And Conduct, Machine Learning Methods, Network Model, Generative AI, Deep Learning, Machine Learning, Empathy & Emotional Intelligence, Law, Regulation, and Compliance, Reinforcement Learning, Policy Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    464 reviews

    Beginner · 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

  • J

    Johns Hopkins University

    Hypothesis Testing in Public Health

    Skills you'll gain: Statistical Hypothesis Testing, Biostatistics, Sampling (Statistics), Statistical Methods, Statistical Inference, Scientific Methods, Quantitative Research, Epidemiology, Public Health, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    659 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Track Marketing Goals with Google Analytics

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Conversion Funnel Analysis, Google Ads, Marketing Effectiveness, Web Analytics and SEO, Smart Goals, Data-Driven Marketing, Customer Analysis, Digital Marketing, Customer Insights, Analytics, Goal Setting, Trend Analysis, Campaign Planning, Strategic Marketing, Performance Analysis, Data Analysis, Performance Metric

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Training, Model Evaluation, Data Preprocessing, Regression Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Analysis, Plot (Graphics), Machine Learning, Data Visualization, Decision Tree Learning, Predictive Analytics, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Developing Mobile Apps with Flutter

    Skills you'll gain: Flutter (Software), Mobile Development, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, React Native, Application Development, iOS Development, Apple iOS, Mobile Development Tools, UI Components, User Story, User Interface (UI), Android Development, Databases, Cloud Applications, Other Mobile Programming Languages, Database Management, Database Management Systems, Cross Platform Development, Application Programming Interface (API)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    181 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Simple Parallel Coordinates Plot using d3 js

    Skills you'll gain: Data Visualization, Plot (Graphics), Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Visualization (Computer Graphics), Javascript, Data Analysis, Microsoft Visual Studio

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    BiteSize Python: Object Oriented Programming

    Skills you'll gain: Object Oriented Programming (OOP), Software Documentation, Maintainability, Programming Principles, Code Reusability, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

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

  • A Practical Approach to Timeseries Forecasting Using Python: Packt
  • DevOps Mastery: KodeKloud
  • Learn Tableau by Working on Exciting Dashboards: Packt
  • Structurer des projets d’apprentissage automatique: DeepLearning.AI
  • AI, Empathy & Ethics: University of California, Santa Cruz
  • Mastering Digital Twins: 28DIGITAL
  • Hypothesis Testing in Public Health : Johns Hopkins University
  • Track Marketing Goals with Google Analytics: Coursera
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Developing Mobile Apps with Flutter: IBM

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