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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


  • C

    Coursera

    Architect and Optimize GenAI Data Systems

    Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Systems Architecture, Data Quality, Data Pipelines, Data Integration, Cloud Storage, Data Storage Technologies, Data Storage, Model Training, Failure Analysis, Data Processing, Metadata Management, Performance Tuning, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    No-Code Machine Learning and Data Science for Everyone

    Skills you'll gain: Responsible AI, Exploratory Data Analysis, Data Storytelling, Data Presentation, Data Analysis, Model Evaluation, Interactive Data Visualization, No-Code Development, Market Data, Business Analytics, Data Science, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Data Ethics, Dashboard Creation, Machine Learning, Predictive Modeling, Data Visualization

    Beginner · Specialization · 1 - 3 Months

  • I

    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Unsupervised Learning, Applied Mathematics, Statistical Methods, Descriptive Statistics, Model Optimization, Mathematical Software, Jupyter, Statistics, Numerical Analysis, Applied Machine Learning, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Data Transformation

    ★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • P

    Packt

    Data Visualization & Advanced App Logic

    Skills you'll gain: iOS Development, Data Visualization Software, Interactive Data Visualization, Code Reusability, Application Development, User Interface (UI) Design, Application Design, Animation and Game Design, Web Content Accessibility Guidelines, Color Theory, Color Matching

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Healthcare Data for Patient Outcomes

    Skills you'll gain: Excel Formulas, Public Health and Disease Prevention, Statistical Methods, Time Series Analysis and Forecasting, Anomaly Detection, Exploratory Data Analysis, Descriptive Analytics

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Oracle SQL 21c Mastery: Apply, Analyze & Manage Data

    Skills you'll gain: Database Management Systems, Databases, Database Development, Data Management

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Healthcare Data: Boost Patient Outcomes

    Skills you'll gain: Data Literacy, Statistical Visualization

    Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Data Science and Machine Learning for Business Professionals

    Skills you'll gain: Statistics, Probability & Statistics, Data Analysis, Statistical Methods, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Analytical Skills, Statistical Inference, Unstructured Data, Probability, Predictive Modeling, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Build Interactive R Shiny Data Apps for NGOs

    Skills you'll gain: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Data Visualization, Cloud Applications, Statistical Visualization, Application Deployment, Performance Tuning, Dashboard Creation, R (Software), Web Applications, Application Development, Frontend Performance, R Programming, Event-Driven Programming, Dashboard, Exploratory Data Analysis, Driving engagement, UI Components, User Interface (UI)

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Tableau Prep Masterclass - Build and Automate Data Flows

    Skills you'll gain: Data Transformation, Data Wrangling, Data Manipulation, Extract, Transform, Load, Data Integration, Data Preprocessing, Data Cleansing, Data Analysis, Data Processing, Tableau Software, Dashboard Creation, Data Pipelines, Dataflow, Data Import/Export, Pivot Tables And Charts, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Building Realtime Pipelines in Cloud Data Fusion

    Skills you'll gain: Cloud-Based Integration, Real Time Data, Data Pipelines, Apache Spark, Google Cloud Platform, Data Integration, Data Transformation, Data Wrangling, Data Analysis, Data Visualization, Data Management

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Sales Data with LibreOffice Base Queries

    Skills you'll gain: Customer Analysis, Sales Strategy, Sales, Data Analysis Software, Data Analysis, Query Languages, Database Software, Trend Analysis, Databases, Customer Insights, Performance Analysis, Product Assortment

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Architect and Optimize GenAI Data Systems: Coursera
  • No-Code Machine Learning and Data Science for Everyone: LearnQuest
  • Mathematics for Machine Learning: Imperial College London
  • Data Visualization & Advanced App Logic: Packt
  • Analyze Healthcare Data for Patient Outcomes: Coursera
  • Oracle SQL 21c Mastery: Apply, Analyze & Manage Data: EDUCBA
  • Analyze Healthcare Data: Boost Patient Outcomes: Coursera
  • Data Science and Machine Learning for Business Professionals: John Wiley & Sons
  • Build Interactive R Shiny Data Apps for NGOs: EDUCBA
  • Tableau Prep Masterclass - Build and Automate Data Flows: Packt

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