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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

    Generative AI, LLMs, and Advanced Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Generative AI, LLM Application, Large Language Modeling, Generative Adversarial Networks (GANs), Fine-tuning, Generative Model Architectures, ChatGPT, OpenAI, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Application Programming Interface (API), Model Evaluation

    Advanced · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Cómo manejar datos faltantes

    Skills you'll gain: Sampling (Statistics), Data Analysis Software, Stata, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling

    Mixed · Course · 1 - 3 Months

  • P

    Princeton University

    Analysis of Algorithms

    Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Data Structures, Advanced Mathematics, Mathematical Modeling, Probability, Applied Mathematics, Calculus

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.1K reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Michigan

    Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

    Skills you'll gain: Data Structures, Design Software, 3D Modeling, Computational Logic, Visualization (Computer Graphics), Design, Programming Principles, Generative Model Architectures, Python Programming, Animations, Scripting, Computer Programming, Scripting Languages

    4.9
    Rating, 4.9 out of 5 stars
    ·
    102 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Level Up: Java-Powered Machine Learning

    Skills you'll gain: Model Evaluation, Data Preprocessing, JUnit, Model Training, Build Tools, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

  • N

    New York Institute of Finance

    Market Risk Management: Frameworks & Strategies

    Skills you'll gain: Portfolio Risk, Risk Management, Risk Modeling, Financial Market, Derivatives, Risk Management Framework, Investment Management, Portfolio Management, Risk Analysis, Market Data, Equities, Asset Management, Estimation, Financial Modeling, Statistical Modeling, Probability Distribution, Statistical Analysis, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    212 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Cloud Computing Foundations

    Skills you'll gain: Technical Communication, Cloud Infrastructure, Cloud Deployment, Cloud Technologies, Cloud Services, Cloud Hosting, CI/CD, Cloud Computing, Azure DevOps Pipelines, Agile Software Development, DevOps, Technical Documentation, Infrastructure As A Service (IaaS), Cloud Platforms, Continuous Delivery, Technical Writing, Infrastructure as Code (IaC), Agile Methodology, Serverless Computing, GitHub

    4.6
    Rating, 4.6 out of 5 stars
    ·
    382 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Leading Sustainable Community Transformation

    Skills you'll gain: Systems Thinking, Stakeholder Management, Sustainable Systems, Cross-Functional Collaboration, Business Transformation, Planning, Project Planning, Stakeholder Analysis, Sustainable Development, Corporate Sustainability, Social Impact, Strategic Thinking, Relationship Building, Business Leadership, Team Building, Community Outreach, Diversity and Inclusion, Project Management, Communication Strategies, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    261 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Design & Optimize SQL Database Schemas

    Skills you'll gain: Database Design, Database Development, Query Languages, SQL, Database Architecture and Administration, Database Theory, Data Modeling, Database Management, Technical Documentation

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Learn PLC and HMI from Scratch (Basic)

    Skills you'll gain: Control Systems, Programmable Logic Controllers, Animations, Human Machine Interfaces, UI Components, Real-Time Operating Systems, Control Panels, Interactive Design, Code Reusability, Program Development, Electronic Hardware, Simulations, Interactive Data Visualization, System Monitoring, Automation Engineering, System Configuration, Machine Controls, Plant Operations and Management, Computer Hardware, Network Troubleshooting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Politecnico di Milano

    Being a researcher (in Information Science and Technology)

    Skills you'll gain: Research, Scientific Methods, Data Sharing, Ethical Standards And Conduct, Open Source Technology, Informatics, Intellectual Property, Technical Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    211 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Mastering KiCAD: Open-Source PCB Design for Beginners

    Skills you'll gain: Design Software, Diagram Design, Technical Design, Design, Open Source Technology, Software Installation, Data Import/Export

    4.3
    Rating, 4.3 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI, LLMs, and Advanced Applications with Python: Packt
  • Cómo manejar datos faltantes: University of Maryland, College Park
  • Analysis of Algorithms: Princeton University
  • Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan
  • Level Up: Java-Powered Machine Learning: Coursera
  • Market Risk Management: Frameworks & Strategies: New York Institute of Finance
  • Cloud Computing Foundations: Duke University
  • Leading Sustainable Community Transformation: University of Colorado Boulder
  • Design & Optimize SQL Database Schemas: Coursera
  • Learn PLC and HMI from Scratch (Basic): Packt

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