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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

    ML Production Systems

    Skills you'll gain: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Kubernetes, Docker (Software), Containerization, Test Driven Development (TDD), Application Deployment, Continuous Integration, Software Testing, Model Training, CI/CD, Scalability, Scikit Learn (Machine Learning Library), Tensorflow, PyTorch (Machine Learning Library), Performance Tuning, Python Programming, Software Engineering, Git (Version Control System)

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of California San Diego

    Internet of Things: Multimedia Technologies

    Skills you'll gain: Mobile Development, Application Development, Python Programming, Internet Of Things, Digital Signal Processing, Embedded Software, Development Environment

    ★ 4.7 (310) · Mixed · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Program Structure and Algorithms Part 1

    Skills you'll gain: Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, Computer Programming, Performance Tuning, Scalability, Design Strategies

    Mixed · Course · 1 - 3 Months

  • U

    University of Michigan

    Assisting Public Sector Decision Makers With Policy Analysis

    Skills you'll gain: Statistical Analysis, Policty Analysis, Research, and Development, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Statistical Programming, Analytics, Analytical Skills, Statistical Software, Forecasting, R Programming, Data-Driven Decision-Making, Research Design, Science and Research, Time Series Analysis and Forecasting, Ggplot2

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

  • P

    Politecnico di Milano

    Technologies and platforms for Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Platforms, Deep Learning, Hardware Architecture, Cloud Services, Information Technology, Internet Of Things, Computer Hardware, Cloud Computing, Embedded Systems, Data Centers, Application Development

    ★ 4.8 (94) · Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Mastering Excel Essentials to Enhance Business Value

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Excel Formulas, Dashboard, Data Entry, Business Reporting, Data Cleansing, Data Visualization, Data Management, Auditing, Analytics

    ★ 4.4 (35) · Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Learn SAP ABAP Fundamentals and Core Programming Concepts

    Skills you'll gain: SAP S/4HANA, Business Logic, SAP Applications, Business Reporting, Code Reusability, Debugging, Object Oriented Design, Report Writing, Programming Principles, Object Oriented Programming (OOP), User Interface (UI), Program Development, UI Components, Test Tools, Data Entry, Eclipse (Software), Maintainability, Data Import/Export, Development Environment, Data Structures

    ★ 3.7 (26) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Deploy A Microsoft Azure Speech To Text Web App

    Skills you'll gain: Application Deployment, Microsoft Azure, Cloud Deployment, Cloud Services, Cloud Applications, Program Development, Cloud Hosting, Web Applications, Python Programming

    ★ 4 (6) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Analyze & Apply Generative AI for Research & Finance

    Skills you'll gain: Team Performance Management, Team Building, OpenAI, AI literacy, Agile Software Development, Agile Product Development, Generative AI, Decision Intelligence, Risking, Generative Model Architectures, AI Integrations, AI powered creativity, Analytics, AI Security, Big Data, AI Product Strategy, Performance Measurement, Coaching, Business, Research

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Generative AI Engineering

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, Multimodal Prompts, Prompt Engineering, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Fine-tuning, Azure DevOps Pipelines, AI Security, Data Ethics, AI Orchestration, AI Workflows, Model Deployment, Azure DevOps, ChatGPT, AI Integrations, Microsoft Azure, Artificial Intelligence and Machine Learning (AI/ML), Python Programming

    ★ 4.4 (17) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • P

    Packt

    Deep Neural Network for Beginners Using Python

    Skills you'll gain: Data Preprocessing, Deep Learning, Data Processing, Artificial Neural Networks, Logistic Regression, Applied Machine Learning, Program Development, Python Programming, Network Architecture, Model Training, Model Optimization, Machine Learning Algorithms, NumPy, Pandas (Python Package), Linear Algebra

    Beginner · Course · 1 - 3 Months

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

  • ML Production Systems: Coursera
  • Internet of Things: Multimedia Technologies: University of California San Diego
  • Program Structure and Algorithms Part 1: Northeastern University
  • Assisting Public Sector Decision Makers With Policy Analysis: University of Michigan
  • Technologies and platforms for Artificial Intelligence: Politecnico di Milano
  • Mastering Excel Essentials to Enhance Business Value: Illinois Tech
  • Learn SAP ABAP Fundamentals and Core Programming Concepts: Board Infinity
  • Deploy A Microsoft Azure Speech To Text Web App: Coursera
  • Analyze & Apply Generative AI for Research & Finance: EDUCBA
  • Fine-tuning Text Models with PEFT: Coursera

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