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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


  • Status: Free Trial
    Free Trial
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    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Medical Records, Data Mining, Medical Coding, Responsible AI, AI Security, Electronic Medical Record, Predictive Modeling, Patient Flow, Predictive Analytics, Medical Privacy, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    36 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Recommender Systems

    Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods

    4.3
    Rating, 4.3 out of 5 stars
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    833 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Analytics for Decision Making

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    308 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Toronto

    Plant Bioinformatic Methods

    Skills you'll gain: Bioinformatics, Network Analysis, Laboratory Reports, Molecular Biology, Research Reports, Molecular, Cellular, and Microbiology, Biology, R (Software), Correlation Analysis, Informatics, Data Visualization Software, Biotechnology, Scientific Visualization, Network Model, Data Analysis Software, Data Synthesis, Life Sciences, Data Analysis, Microbiology, Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    S

    Stanford University

    Understanding Einstein: The Special Theory of Relativity

    Skills you'll gain: Physics, European History, Verification And Validation, Scientific Methods, electromagnetics, Research, Experimentation, Mechanics, Global Positioning Systems

    4.9
    Rating, 4.9 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    S

    Sage Publications

    Research Methods and Insights in Social Media Marketing

    Skills you'll gain: Social Media Analytics, Social Media Marketing, Big Data, Social Media Content, Social Media, Social Media Strategy, Social Network Analysis, Market Research, Social Media Management, Marketing, Network Analysis, Analytics, Text Mining, Digital Analysis, Research, Driving engagement, Strategic Marketing, Research Methodologies, Digital Marketing, Consumer Behaviour

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Sage Publications

    Intercultural Competence and Global Mobility in Management

    Skills you'll gain: Intercultural Competence, Diversity Training, Management Training And Development, Cultural Diversity, Human Resources, Diversity and Inclusion, Human Capital, Diversity Awareness, Organizational Leadership, Cross-Functional Team Leadership, Training and Development, Culture, Organizational Development, Workplace inclusivity, Training Programs, Leadership and Management, Talent Management, Leadership, Research Methodologies, Critical Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Sage Publications

    The SAGE Handbook of Human Resource Management

    Skills you'll gain: Human Resources, Human Resources Management and Planning, Human Resource Management, Human Resource Strategy, Employee Relations, Human Capital, Labor Relations, Workforce Development, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, People Analytics, Human Resources Software, Recruitment Strategies, Performance Appraisal, Talent Recruitment, Talent Management, Organizational Strategy, Employee Engagement, Strategic Leadership

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    J

    John Wiley & Sons

    Level Up! The Guide to Great Video Game Design

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Game Design, Ideation, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Virtual Reality, Software Design Documents, UI Components, Augmented Reality, Software Documentation, Conceptual Design, Driving engagement, Interactive Design, Storytelling, Virtual Environment, Interaction Design, Experience Design, User Experience, Systems Design, Game Theory

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
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    Sage Publications

    A Short, Interesting, and Affordable Course on Management

    Skills you'll gain: Business Management, Diversity and Inclusion, Leadership Studies, Business Ethics, Leadership and Management, Organizational Leadership, Cultural Diversity, Strategic Leadership, Relationship Management, People Management, Organizational Strategy, Ethical Standards And Conduct, Leadership, Communication, Organizational Development, Organizational Change, Culture, Interpersonal Communications

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Sage Publications

    Foundations of Cross-Cultural Management and Theory

    Skills you'll gain: Surveys, Research Design, Research Methodologies, Research, Survey Creation, Intercultural Competence, Experimentation, Case Studies, Business Research, Business Management, Culture, Cultural Diversity, Analysis, Qualitative Research, Cross-Functional Team Leadership, Organizational Leadership, Leadership and Management, Organizational Development, Critical Thinking, Talent Management

    Intermediate · Course · 1 - 3 Months

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

  • Informed Clinical Decision Making using Deep Learning: University of Glasgow
  • Recommender Systems: University of Minnesota
  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Analytics for Decision Making: University of Minnesota
  • Plant Bioinformatic Methods: University of Toronto
  • Understanding Einstein: The Special Theory of Relativity: Stanford University
  • Research Methods and Insights in Social Media Marketing: Sage Publications
  • Intercultural Competence and Global Mobility in Management: Sage Publications
  • The SAGE Handbook of Human Resource Management: Sage Publications
  • Level Up! The Guide to Great Video Game Design: John Wiley & Sons

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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