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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

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Large Language Modeling, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Introduction to Android graphics

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Android Development, Computer Graphic Techniques, Android Studio, Virtual Reality, Animations, Color Theory, Linear Algebra

    ★ 4.2 (73) · Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Decision-Making for Everyone

    Skills you'll gain: Decision Making, Creative Thinking, Problem Solving, Creative Problem-Solving, Decisiveness, Complex Problem Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Root Cause Analysis, Independent Thinking, Ethical Standards And Conduct, Risk Analysis, Innovation, Social Impact, Risk Management, Analysis, Data Collection, Collaboration

    ★ 4.7 (141) · Beginner · Specialization · 3 - 6 Months

  • L

    L&T EduTech

    Hydrocarbon Exploration and Production

    Skills you'll gain: Oil and Gas, Petroleum Industry, Environmental Engineering, Environmental Issue, Chemical Engineering, Automation Engineering, Engineering Analysis, Geostatistics, Water Resources, Production Process, Process Engineering, Control Systems, Hydraulics, Geospatial Mapping, Process Analysis, Microbiology

    ★ 4.6 (79) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Toma de decisiones financieras

    Skills you'll gain: Business Valuation, Corporate Finance, Financial Management, Equities, Capital Budgeting, Business Mathematics, Capital Expenditure, Financial Data, Financial Analysis, Financial Statement Analysis, Fixed Asset, Financial Statements, Cash Flows, Decision Making

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

  • U

    Universiteit Leiden

    Population Health: Fundamentals of Population Health Management

    Skills you'll gain: Health Disparities, Health Systems, Health Promotion, Value-Based Care, Public Health, Care Management, Health Care, Health Policy, Social Determinants Of Health, Community Health, Epidemiology, Risk Analysis

    ★ 4.2 (50) · Mixed · Course · 1 - 3 Months

  • P

    Packt

    NLP – Machine Learning Models in Python

    Skills you'll gain: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Supervised Learning, Unsupervised Learning, Python Programming, Data Mining, Bayesian Statistics

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    AI Techniques, Causal Inference & Business Optimization

    Skills you'll gain: Root Cause Analysis, Data Ethics, Responsible AI, Retrieval-Augmented Generation, LLM Application, Operations Research, General Data Protection Regulation (GDPR), Regulatory Compliance, Strategic Decision-Making, Apache Kafka, Pareto Chart, Operational Analysis, Decision Intelligence, Stakeholder Communications, Revenue Management, Large Language Modeling, Real Time Data, Information Privacy, Statistical Inference, Reinforcement Learning

    Intermediate · Specialization · 3 - 6 Months

  • N

    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Model Training, Natural Language Processing, Embeddings, Model Optimization, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Machine Learning, Artificial Intelligence, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology)

    Skills you'll gain: Childhood Education and Development, Child Development, Institutional Review Board (IRB), Research Methodologies, Research Design, Research, Human Development, Learning Theory, Data Collection, Psychology, Ethical Standards And Conduct, Informed Consent

    ★ 4.6 (92) · Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    Execution, persistence, privilege escalation and evasion

    Skills you'll gain: Cybersecurity, Cyber Operations, Data Persistence, Exploitation techniques, Persistence, Intrusion Detection and Prevention, Scripting, Python Programming, Scripting Languages

    ★ 4.6 (98) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Publicidad Digital con Google AdWords

    Skills you'll gain: Google Ads, Campaign Management, Marketing Budgets, Pay Per Click Advertising, Keyword Research, Performance Metric, Contextual Advertising, Performance Analysis, Online Advertising, Digital Advertising, Budget Management, Search Engine Marketing, Advertising Campaigns, Paid media, Advertising, Bidding, Target Audience, Network Model

    ★ 4.6 (280) · Beginner · Course · 1 - 4 Weeks

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

  • RNN Architecture and Sentiment Classification: Packt
  • Introduction to Android graphics: Imperial College London
  • Decision-Making for Everyone: Arizona State University
  • Hydrocarbon Exploration and Production: L&T EduTech
  • Toma de decisiones financieras: Universidad Nacional Autónoma de México
  • Population Health: Fundamentals of Population Health Management: Universiteit Leiden
  • NLP – Machine Learning Models in Python: Packt
  • AI Techniques, Causal Inference & Business Optimization: Coursera
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • 發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology): National Taiwan University

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