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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


  • U

    Universidad Nacional Autónoma de México

    Introducción a Data Science: Programación Estadística con R

    Skills you'll gain: R (Software), R Programming, Statistical Programming, Ggplot2, Plot (Graphics), Data Manipulation, Simulations, Statistical Software, Statistical Visualization, grep, Data Processing, Graphing, Programming Principles, Data Import/Export, Exploratory Data Analysis, Data Structures, Software Installation, Package and Software Management

    ★ 4.7 (8.6K) · Beginner · Course · 1 - 3 Months

  • S

    SkillUp

    Tableau Data Analyst Certification Preparation

    Skills you'll gain: Dashboard, Data Storytelling, Tableau Software, Dashboard Creation, Peer Review, Data Presentation, Presentations, Data Visualization, Interactive Data Visualization, Plot (Graphics), Data Cleansing, Business Intelligence, Real Time Data, Data Manipulation, Business Intelligence Software, Data Quality, Data Transformation, Data Integration, Data Analysis, Data Visualization Software

    ★ 4.7 (79) · Advanced · Specialization · 1 - 3 Months

  • C

    Coursera

    Practical Data Wrangling with Pandas

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Statistical Analysis, Data Management

    ★ 4.6 (7) · Beginner · Guided Project · Less Than 2 Hours

  • L

    LearnQuest

    Fundamentals of Data Warehousing

    Skills you'll gain: Data Warehousing, Data Architecture, Data Store, Data Infrastructure, Data Storage, Extract, Transform, Load, Database Architecture and Administration, Data Integration, Cloud Storage, Data Mart, Data Storage Technologies, Database Design, Operational Data Store, Database Systems, Query Languages, Metadata Management, Data Transformation

    ★ 3.8 (69) · Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Assessment for Data Analysis and Visualization Foundations

    Skills you'll gain: Microsoft Excel, Analytical Skills, Dashboard Creation, Excel Formulas, Spreadsheet Software, Dashboard, Data Analysis, IBM Cognos Analytics, Pivot Tables And Charts, Data Analysis Software, Analysis, Data Visualization Software, Data Cleansing

    ★ 4.6 (334) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Advanced Data Analysis with Generative AI

    Skills you'll gain: Feature Engineering, Generative AI, Anomaly Detection, Text Mining, Advanced Analytics, Predictive Modeling, Unstructured Data, AI Workflows, Data Analysis, Natural Language Processing, Predictive Analytics, Statistical Analysis, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Data Quality

    ★ 4.7 (58) · Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Big Data Processing Using Hadoop

    Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Dataflow, Analytics, Data Science, Databases, Data Integration, SQL, Query Languages, File I/O, Data Architecture, Distributed Computing, Performance Tuning

    ★ 4.6 (9) · Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Mastering Data Visualization with Matplotlib

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Data Visualization, Plot (Graphics), Scientific Visualization, Data Visualization Software, Image Quality, Software Installation

    ★ 4.3 (16) · Mixed · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Data Modeling, Transformation, and Serving

    Skills you'll gain: Data Modeling, Data Transformation, Data Processing, Data Warehousing, Data Preprocessing, Apache Hadoop, Extract, Transform, Load, Data Pipelines, Apache Spark, Feature Engineering, Star Schema, Applied Machine Learning, Real Time Data

    ★ 4.5 (97) · Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Generative AI: Enhance your Data Analytics Career

    Skills you'll gain: Generative AI, Generative Model Architectures, OpenAI, Data Storytelling, Analytics, Prompt Engineering Tools, Dashboard Creation, AI literacy, Data Analysis, Interactive Data Visualization, Data Ethics, Responsible AI, Prompt Engineering, Data Synthesis, Python Programming, Data Processing, SQL, Query Languages

    ★ 4.6 (182) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Data Analysis with NumPy and Pandas

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Plot (Graphics), Data Transformation, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Performance Reporting, Data Processing, Python Programming

    ★ 4.8 (23) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Differential Equations, Data Processing, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, General Mathematics, Advanced Mathematics, Mathematical Modeling

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
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In summary, here are 10 of our most popular data cleaning courses

  • Introducción a Data Science: Programación Estadística con R: Universidad Nacional Autónoma de México
  • Tableau Data Analyst Certification Preparation: SkillUp
  • Practical Data Wrangling with Pandas: Coursera
  • Fundamentals of Data Warehousing: LearnQuest
  • Assessment for Data Analysis and Visualization Foundations: IBM
  • Advanced Data Analysis with Generative AI: Microsoft
  • Big Data Processing Using Hadoop: Johns Hopkins University
  • Mastering Data Visualization with Matplotlib: EDUCBA
  • Data Modeling, Transformation, and Serving: DeepLearning.AI
  • Generative AI: Enhance your Data Analytics Career : IBM

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