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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 California, Davis

    Python Basics: Automation and Bots

    Skills you'll gain: Programming Principles, Python Programming, Data Cleansing, Automation, Maintainability, Computational Thinking, Computer Programming, Computational Logic, Application Programming Interface (API)

    ★ 4.4 (9) · Intermediate · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Enseignes et afficheurs à LED

    Skills you'll gain: Computer Displays, Field-Programmable Gate Array (FPGA), Display Devices, Electronics, Electronics Engineering, Semiconductors, Electronic Components, Electronic Systems, Hardware Design, Embedded Systems, Basic Electrical Systems, Embedded Software, Remote Access Systems, Computational Logic, Electrical and Computer Engineering, Electrical Systems, C (Programming Language), Real Time Data, Color Theory, Memory Management

    ★ 4.2 (15) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Mastering Python Sequences and Strings

    Skills you'll gain: Data Structures, Scripting, Python Programming, Programming Principles, Development Environment, Software Installation

    ★ 4.8 (18) · Mixed · Course · 1 - 4 Weeks

  • S

    Scrum Alliance

    Metrics that Matter: Improving Product Outcomes

    Skills you'll gain: Business Metrics, Performance Metric, Performance Measurement, Agile Methodology, Data-Driven Decision-Making, Agile Product Development, Data Storytelling, Key Performance Indicators (KPIs), Technical Communication, Agile Project Management, Data Visualization, Continuous Improvement Process, Product Improvement, Team Performance Management, Product Management, Teamwork, Team Management, Product Development, Cross-Functional Team Leadership, Product Planning

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Getting Started with Mistral

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Tool Calling, LLM Application, JSON, Large Language Modeling, Artificial Intelligence

    ★ 4.6 (16) · Beginner · Project · Less Than 2 Hours

  • P

    Packt

    The Chief AI Officer's Handbook

    Skills you'll gain: AI Security, AI Product Strategy, Responsible AI, Data Ethics, Strategic Leadership, AI Integrations, Technology Roadmaps, Artificial Intelligence, Business Strategies, Strategic Thinking, Milestones (Project Management), Agile Project Management, Compliance Management, Data Management, Security Controls, Artificial Intelligence and Machine Learning (AI/ML), Governance, Ethical Standards And Conduct, Data Governance, Team Building

    ★ 3 (7) · Advanced · Course · 3 - 6 Months

  • C

    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Amazon Managed Grafana - Getting Started V01.00.01

    Skills you'll gain: Amazon Web Services, Data Visualization, Grafana, Interactive Data Visualization, Hybrid Cloud Computing, Multi-Cloud, Prometheus (Software), Managed Services

    ★ 4.5 (13) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Ensure Ethical AI & Debiasing

    Skills you'll gain: Data Ethics, Responsible AI, Ethical Standards And Conduct, Technical Communication, Stakeholder Communications, Model Evaluation, Data Preprocessing, People Analytics, Sampling (Statistics), Statistical Analysis, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Solidity and Smart Contract Development

    Skills you'll gain: Blockchain, Memory Management, Programming Principles, Integrated Development Environments, Computational Logic, Software Development Tools, Secure Coding, Other Programming Languages, Program Development, Data Storage, Data Management, Development Testing

    ★ 4.9 (8) · Intermediate · Course · 1 - 3 Months

  • U

    Universidad de Palermo

    Storytelling - Relanza tu Marca

    Skills you'll gain: Data Storytelling, Storytelling, Visual Storytelling, Marketing Communications, Data Visualization, Brand Strategy, Advertising, Brand Management, Strategic Communication, Content Creation, Branding, Persuasive Communication, Corporate Communications, Digital Brand Strategy, Driving engagement

    ★ 4.8 (32) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create an Employee Feedback Survey with TypeForm

    Skills you'll gain: Employee Surveys, Surveys, User Feedback, Security Awareness, Business Software, Data Sharing, Email Automation, Collaborative Software, Business Technologies

    ★ 4.7 (43) · Beginner · Guided Project · Less Than 2 Hours

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

  • Python Basics: Automation and Bots: University of California, Davis
  • Enseignes et afficheurs à LED: École Polytechnique Fédérale de Lausanne
  • Mastering Python Sequences and Strings: EDUCBA
  • Metrics that Matter: Improving Product Outcomes: Scrum Alliance
  • Getting Started with Mistral: DeepLearning.AI
  • The Chief AI Officer's Handbook: Packt
  • Build & Evaluate Real-Time Object Detectors: Coursera
  • Amazon Managed Grafana - Getting Started V01.00.01: Amazon Web Services
  • Ensure Ethical AI & Debiasing: Coursera
  • Foundations of Solidity and Smart Contract Development: Packt

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