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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

    University of Illinois Urbana-Champaign

    Inferential and Predictive Statistics for Business

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Business Analytics, Statistics, Statistical Analysis, Analytics, Microsoft Excel, Statistical Modeling, Probability & Statistics, Statistical Methods, Predictive Analytics, Statistical Software, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    877 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    MathWorks

    Image Processing for Engineering and Science

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, File I/O, Automation, Digital Signal Processing, Anomaly Detection, Spatial Data Analysis, Geospatial Information and Technology, Engineering Practices, Medical Imaging, Spatial Analysis, Mathematical Software, Data Preprocessing, Quantitative Research, Algorithms, File Management, Data Store

    4.7
    Rating, 4.7 out of 5 stars
    ·
    256 reviews

    Beginner · Specialization · 1 - 3 Months

  • F

    Fractal Analytics

    Quantum Computing For Everyone - An Introduction

    Skills you'll gain: Computing Platforms, Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking

    4.1
    Rating, 4.1 out of 5 stars
    ·
    112 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Machine Learning for Predictive Business Analytics

    Skills you'll gain: Model Evaluation, Feature Engineering, Data Preprocessing, Demand Planning, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Inventory and Warehousing, Analytics, Data Processing, Data Wrangling, Advanced Analytics, Machine Learning, Business

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Master in Microsoft Power BI Desktop and Service

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Transformation, Business Intelligence, Data Modeling, Data Visualization, Interactive Data Visualization, Data Manipulation, Business Intelligence Software, Dashboard, Data Wrangling, Data Visualization Software, Microsoft Excel, Dashboard Creation, Data Presentation, Data Sharing, Data Integration, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Introduction to Finance: The Role of Financial Markets

    Skills you'll gain: Financial Market, Capital Budgeting, Financial Management, Finance, General Finance, Investments, Securities (Finance), Equities, Capital Markets, Decision Making, Return On Investment, Market Data, Risk Management, Cash Flows, Risk Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Product Owner Certification [PSPO I] Preparation

    Skills you'll gain: AI Product Strategy, Backlogs, Agile Product Development, Stakeholder Communications, Product Roadmaps, Virtual Teams, Stakeholder Management, Agile Project Management, Product Strategy, Stakeholder Engagement, Product Planning, Agile Methodology, Agile Software Development, User Story, Communication, Communication Strategies, Collaborative Software, Product Management, Sprint Planning, Product Requirements

    4.5
    Rating, 4.5 out of 5 stars
    ·
    203 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    The AI Ladder: A Framework for Deploying AI in your Enterprise

    Skills you'll gain: AI Enablement, AI Product Strategy, Decision Intelligence, Information Architecture, Strategic Decision-Making, AI Integrations, Enterprise Architecture, Data Architecture, Artificial Intelligence, Model Deployment, Business Technologies, Analytics, Leadership, Innovation, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    423 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    FinTech Security and Regulation (RegTech)

    Skills you'll gain: Financial Regulation, Financial Regulations, Bank Regulations, FinTech, Financial Services, Financial Industry Regulatory Authorities, Law, Regulation, and Compliance, Regulatory Compliance, Mobile Banking, Regulatory Requirements, Financial Controls, Fraud detection, Loss Prevention, Data Security, Cybersecurity, Human Factors (Security), Insurance, Blockchain, Information Privacy, Security Controls

    4.7
    Rating, 4.7 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación educativa

    Skills you'll gain: Peer Review, Program Evaluation, Training Programs, Qualitative Research, Instructional and Curriculum Design, Formal Learning, Education and Training, Teaching, Health Assessment, Pedagogy, Survey Creation, Psychological Evaluations, Educational Materials, Data Collection, Instructional Design, Statistical Analysis, Student-Centred Learning, Higher Education, Data Analysis Software, Systems Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    876 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Meta

    Introduction to iOS Mobile Application Development

    Skills you'll gain: iOS Development, Mobile Development, Apple iOS, Apple Xcode, Swift Programming, Objective-C (Programming Language), User Interface (UI), Mobile Development Tools, Application Development, UI Components, Application Programming Interface (API), Knowledge of Apple Software, Development Environment, Integrated Development Environments, Storyboarding

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1K reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Pair Programming with a Large Language Model

    Skills you'll gain: LLM Application, Test Case, Large Language Modeling, Code Reusability, Software Documentation, Prompt Engineering, Debugging, Software Testing

    Beginner · Project · Less Than 2 Hours

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

  • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign
  • Image Processing for Engineering and Science: MathWorks
  • Quantum Computing For Everyone - An Introduction : Fractal Analytics
  • Apply Machine Learning for Predictive Business Analytics: EDUCBA
  • Master in Microsoft Power BI Desktop and Service: Packt
  • Introduction to Finance: The Role of Financial Markets: University of Illinois Urbana-Champaign
  • Product Owner Certification [PSPO I] Preparation: SkillUp
  • The AI Ladder: A Framework for Deploying AI in your Enterprise: IBM
  • FinTech Security and Regulation (RegTech): The Hong Kong University of Science and Technology
  • Evaluación educativa: Universidad Nacional Autónoma de México

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