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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


  • U

    University of Colorado Boulder

    Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots

    Skills you'll gain: Community Organizing, Compassion, Community Development, Community Outreach, Social Impact, Needs Assessment, Program Evaluation, Empathy, Education and Training, Data Mapping, Initiative and Leadership, Empowerment, Curriculum Planning, Working With Children, Collaboration, Planning, Driving engagement, Environmental Issue

    ★ 4.8 (155) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado System

    Computational Thinking with Beginning C Programming

    Skills you'll gain: Computational Thinking, File I/O, Data Collection, Simulations, Data Analysis, Microsoft Visual Studio, C (Programming Language), C and C++, Statistical Analysis, Data Presentation, Automation, Program Development, Algorithms, Microsoft Development Tools, Programming Principles, Integrated Development Environments, Computer Programming, Data Structures, Data Storage, Code Reusability

    ★ 4.6 (433) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Jasper AI: Writing a Product Review Blog Post

    Skills you'll gain: Target Audience, Driving engagement, Blogs, Copywriting, User Feedback, Writing, AI powered creativity, Writing and Editing, Business Research, Prompt Engineering, Content Creation, Editing, Digital Content

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Auto Machine Learning (AutoML) Using AutoGluon

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Machine Learning Software, Model Evaluation, Model Training, Model Optimization, Machine Learning, Predictive Modeling, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • 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 Michigan

    GenAI in Business: Planning Framework for Implementation

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Data Integration, Business Analysis, Data Quality, Technology Roadmaps, Business Solutions, Business Transformation, Business Strategy, Stakeholder Communications, Process Analysis, Decision Making, Stakeholder Engagement

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

  • C

    Coursera

    Visualize and Alert AI Performance KPIs

    Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Visualization, Dashboard Creation, Key Performance Indicators (KPIs), System Monitoring, Performance Reporting, Performance Measurement, Performance Analysis, Business Intelligence, Data Visualization Software, Performance Metric, Business Intelligence Software, Continuous Monitoring, Cost Containment, Budget Management, Cost Management, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • E

    Emory University

    Managing Uncertainty in Marketing Analytics

    Skills you'll gain: Probability Distribution, Marketing Analytics, Probability, Microsoft Excel, Statistics, Data-Driven Marketing, Statistical Methods, Statistical Modeling, Probability & Statistics, Risk Modeling, Excel Formulas, Decision Making, Risk Management, Simulation and Simulation Software, Insurance and Warranty Claims Processing, Risk Analysis

    ★ 4.3 (68) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    YouTube como un canal estrategico

    Skills you'll gain: Content Performance Analysis, Driving engagement, Drive Engagement, Content Strategy, Social Media Content, Customer Engagement, Content Creation, Strategic Communication, Branding, Marketing Analytics, Digital Analysis, Social Media Strategy, Social Media Management, Video Production, Digital Marketing

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

  • U

    University of Illinois Urbana-Champaign

    Technology Strategy: Creative Destruction

    Skills you'll gain: Innovation, Business Modeling, Technology Strategies, Product Lifecycle Management, Business Transformation, Organizational Strategy, Business Strategy, Strategic Thinking, Product Management, New Product Development, Organizational Change, Market Dynamics, Emerging Technologies, Competitive Intelligence, Competitive Analysis, Market Share, Value Propositions, Network Model

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

  • O

    Oracle

    Oracle Cloud Infrastructure Foundations

    Skills you'll gain: Oracle Cloud, Oracle Databases, Identity and Access Management, Cloud Computing Architecture, Cloud Infrastructure, Oracle Cloud Applications, Database Application, Cloud Security, Data Storage, User Provisioning, Computing Platforms, Cloud Services, Cloud Storage, Data Storage Technologies, Cloud Platforms, Cloud Computing, Infrastructure As A Service (IaaS), Serverless Computing, Data Security, Authorization (Computing)

    ★ 4.7 (243) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing

    ★ 5 (16) · Intermediate · Course · 1 - 4 Weeks

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

  • Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots: University of Colorado Boulder
  • Computational Thinking with Beginning C Programming: University of Colorado System
  • Jasper AI: Writing a Product Review Blog Post: Coursera
  • Auto Machine Learning (AutoML) Using AutoGluon : Coursera
  • ML Production Systems: Coursera
  • GenAI in Business: Planning Framework for Implementation: University of Michigan
  • Visualize and Alert AI Performance KPIs: Coursera
  • Managing Uncertainty in Marketing Analytics: Emory University
  • YouTube como un canal estrategico: Coursera
  • Technology Strategy: Creative Destruction: University of Illinois Urbana-Champaign

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