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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
    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: Free Trial
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    U

    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, Clinical Data Management, Medical Records, Data Mining, Medical Coding, Electronic Medical Record System, Responsible AI, AI Security, Electronic Medical Record, Predictive Modeling, Machine Learning, Machine Learning Methods

    4.4
    Rating, 4.4 out of 5 stars
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    36 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    S

    Stanford Online

    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: 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), Informatics, Correlation Analysis, 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
    ·
    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Sage Publications

    Advanced Project Management: Managing Stakeholders

    Skills you'll gain: Project Closure, Project Management, Project Management Life Cycle, Resource Management, Resource Allocation, Stakeholder Engagement, Stakeholder Management, Project Portfolio Management, Project Management Office (PMO), Project Risk Management, Program Management, Stakeholder Communications, Knowledge Transfer, Risk Management, Governance, Innovation, Project Performance, Change Management, Strategic Planning, Decision Making

    Advanced · Course · 1 - 3 Months

  • Status: Preview
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    O

    O.P. Jindal Global University

    Predictive Analytics and Forecasting

    Skills you'll gain: Data Mining, Predictive Modeling, Predictive Analytics, Advanced Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Marketing Analytics, Customer Insights, Logistic Regression, Market Analysis, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Correlation Analysis

    Build toward a degree

    Mixed · Course · 3 - 6 Months

  • Status: New
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    J

    John Wiley & Sons

    Advanced Options: Spreads, Volatility & Profitable Trades

    Skills you'll gain: Portfolio Risk, Risk Control, Risk Management, Equities, Portfolio Management, Derivatives, Financial Trading, Plan Execution, Risk Mitigation, Risk Analysis, Financial Market, Profit and Loss (P&L) Management, Investments, Technical Analysis, Finance, Market Data, Analysis, Financial Analysis, Financial Planning, Market Trend

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Sage Publications

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Sage Publications

    Exploring Science Communication

    Skills you'll gain: Media and Communications, Technical Communication, Science and Research, Case Studies, Environmental Science, Scientific Visualization, Culture, Social Sciences, Health Policy, Storytelling, Public Health, Climate Change Programs, Driving engagement, Visual Storytelling, Nutrition and Diet, Visual Design

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Sage Publications

    Project Planning & Execution: Manage and Lead Teams

    Skills you'll gain: Stakeholder Management, Teamwork, Stakeholder Engagement, Stakeholder Analysis, Project Management, Conflict Management, Stakeholder Communications, Collaboration, Leadership and Management, Team Management, Project Planning, Project Design, Leadership Studies, Project Management Life Cycle, Team Leadership, Project Coordination, Team Building, Organizational Leadership, Project Scoping, Timelines

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Sage Publications

    Competitive Advantage and Market Positioning Strategies

    Skills you'll gain: Strategic Marketing, Product Strategy, Marketing, Business Strategy, Go To Market Strategy, Marketing Strategy and Techniques, Value Propositions, Design Thinking, Customer Analysis, Market Dynamics, Brand Strategy, Target Market, Strategic Thinking, Product Development, Product Lining, Branding, New Product Development, Consumer Behaviour, Competitive Analysis, Market Trend

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Sage Publications

    Delivering, Promoting, and Sustaining Customer Value

    Skills you'll gain: Customer Relationship Management, Customer Relationship Building, Customer Relationship Management (CRM) Software, Marketing Management, Environmental Social And Corporate Governance (ESG), Promotional Strategies, Marketing Operations, Marketing Effectiveness, Plan Execution, Promotions and Campaigns, Strategic Marketing, Marketing Planning, Supply Chain, Customer Engagement, Customer Retention, Marketing Strategies, Customer Service, Marketing Communications, Transportation, Supply Chain, and Logistics, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

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

  • Recommender Systems: University of Minnesota
  • Informed Clinical Decision Making using Deep Learning: University of Glasgow
  • Understanding Einstein: The Special Theory of Relativity: Stanford Online
  • Plant Bioinformatic Methods: University of Toronto
  • Advanced Project Management: Managing Stakeholders: Sage Publications
  • Predictive Analytics and Forecasting: O.P. Jindal Global University
  • Advanced Options: Spreads, Volatility & Profitable Trades: John Wiley & Sons
  • Statistical Analysis in Psychological Research: Sage Publications
  • Exploring Science Communication: Sage Publications
  • Project Planning & Execution: Manage and Lead Teams: Sage Publications

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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