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Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.


Popular Data Mining Courses and Certifications


  • U

    University of Illinois Urbana-Champaign

    Assessment for Learning

    Skills you'll gain: Data Mining, Education Software and Technology, Program Evaluation, Big Data, Analytics, Analysis, Data Ethics, Data Access, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    316 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI in Healthcare & Drug Discovery

    Skills you'll gain: Precision Medicine, Responsible AI, Drug Development, AI Product Strategy, Clinical Trials, Tensorflow, Pharmaceuticals, PyTorch (Machine Learning Library), AI Enablement, Bioinformatics, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Generative AI, AI Personalization, Generative AI Agents, Regulatory Affairs, Hospital Medicine, Drug Interaction, Agentic systems

    Beginner · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Mental Health and Wellbeing in the Workplace

    Skills you'll gain: Workplace inclusivity, Family and Medical Leave Act of 1993, Stress Management, Diversity and Inclusion, Mental Health, Advocacy, Employee Assistance Programs, Occupational Health, Employee Relations, Empathy, Resilience, Human Resource Policies, Human Resources, Industrial and Organizational Psychology, Mental Health Therapies, Health Care Administration

    Beginner · Course · 3 - 6 Months

  • U

    Universidades Anáhuac

    Ciencia de Datos Aplicada al Marketing

    Skills you'll gain: Regression Analysis, Market Research, Data Analysis, Marketing Analytics, Business Intelligence, SPSS, Statistical Analysis, Data-Driven Decision-Making, Data Mining, Quantitative Research, Statistical Methods, Business Marketing, Market Analysis, Consumer Behaviour, Microsoft Excel

    Beginner · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Future of Work: Mastering Human Skills for the Age of AI

    Skills you'll gain: Adaptability, Data Ethics, AI Product Strategy, Resilience, AI Enablement, Collaboration, Artificial Intelligence, Creativity, AI Workflows, Innovation, Responsible AI, Emotional Intelligence, Workforce Development, Creative Thinking, Organizational Change, Leadership, Generative AI, Critical Thinking and Problem Solving, Organizational Skills, Business Communication

    Beginner · Course · 3 - 6 Months

  • J

    John Wiley & Sons

    Sales Strategy in the Age of AI

    Skills you'll gain: Performance Measurement, Sales Strategy, Sales, Sales Enablement, Sales Management, Sales Training, Sales Process, Generative AI Agents, Digital Transformation, AI Product Strategy, Key Performance Indicators (KPIs), Customer experience strategy (CX), AI Enablement, Customer Insights, Sales Support, Value Propositions, Consumer Behaviour

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Mejores Decisiones con Business Analytics

    Skills you'll gain: Descriptive Analytics, Data Mining, Business Analytics, Predictive Analytics, Analytics, Business Intelligence, Forecasting, Business Analysis, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy, Decision Making

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Indian School of Business

    Advanced Trading Algorithms

    Skills you'll gain: Financial Trading, Accruals, Securities Trading, Performance Measurement, Technical Analysis, Market Trend, Portfolio Management, Portfolio Risk, Investment Management, Backlogs, Risk Analysis, Equities, Financial Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    533 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Security, Data Quality, Data Transformation, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • U

    University of Toronto

    Plant Bioinformatics Capstone

    Skills you'll gain: Network Analysis, Bioinformatics, Analysis, Data Synthesis, Statistical Methods, Technical Communication, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Assessment for Learning: University of Illinois Urbana-Champaign
  • AI in Healthcare & Drug Discovery: AI CERTs
  • Mental Health and Wellbeing in the Workplace: John Wiley & Sons
  • Ciencia de Datos Aplicada al Marketing: Universidades Anáhuac
  • Future of Work: Mastering Human Skills for the Age of AI: John Wiley & Sons
  • Sales Strategy in the Age of AI: John Wiley & Sons
  • Statistical Learning for Engineering Part 1: Northeastern University
  • Mejores Decisiones con Business Analytics: Pontificia Universidad Católica de Chile
  • Advanced Trading Algorithms: Indian School of Business
  • CompTIA Data+: Infosec

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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