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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


  • J

    John Wiley & Sons

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Indian School of Business

    Advanced Trading Algorithms

    Skills you'll gain: Financial Trading, Accruals, Return On Investment, Accrual Accounting, Performance Measurement, Technical Analysis, Algorithms, Market Trend, Portfolio Management, Portfolio Risk, Investment Management, Transaction Processing, Market Data, Risk Analysis

    4.6 stars, 534 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Foundations of Artificial Intelligence

    Skills you'll gain: Data Ethics, Artificial Intelligence, Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Algorithms, Deep Learning, Machine Learning, Data Collection, Hardware Architecture, Data Integrity, Adaptability, Data Quality, Ethical Standards And Conduct, Data Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Model Optimization, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Statistical Programming, Model Training, Statistical Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    AI for Business, Creativity, and Development

    Skills you'll gain: Prompt Engineering, AI Personalization, Prompt Patterns, Prompt Engineering Tools, GitHub Copilot, Vibe coding, Microsoft Copilot, AI Enablement, Responsible AI, ChatGPT, Customer experience improvement, Generative AI Agents, AI literacy, Artificial Intelligence, Digital Analysis, Personalized Campaigns, Software Development, Machine Learning, Devops Tools, Business Strategy

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Mejores Decisiones con Business Analytics

    Skills you'll gain: Descriptive Analytics, Data Mining, Business Analytics, Data Visualization, Data Presentation, Data Compilation, Predictive Analytics, Analytics, Data Synthesis, Business Intelligence, Forecasting, Advanced Analytics, Descriptive Statistics, Consolidation, Business Analysis, Predictive Modeling, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy

    4.7 stars, 74 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • J

    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

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sapienza University of Rome

    Macroeconomic Financial Accounts

    Skills you'll gain: Financial Systems, Financial Data, Financial Policy, Market Data, Financial Market, International Finance, Financial Accounting, Financial Regulation, Accounting, Banking, Economics, Financial Analysis, Balance Sheet, Spreadsheet Software, Cash Flows, Data Manipulation

    4.5 stars, 16 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (16) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning Methods, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Decision Tree Learning, Classification Algorithms, Autoencoders, Predictive Modeling, Model Optimization

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Toronto

    Plant Bioinformatics Capstone

    Skills you'll gain: Network Analysis, Laboratory Reports, Bioinformatics, Research Reports, Molecular, Cellular, and Microbiology, Biology, Analysis, Correlation Analysis, Biotechnology, Data Synthesis, Statistical Methods, Experimentation

    4.8 stars, 32 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (32) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    OCP Java SE 21 Certification Preparation

    Skills you'll gain: Object Oriented Design, Java Programming, Java, Object Oriented Programming (OOP), Data Persistence, Software Design Patterns, Maintainability, Memory Management, Programming Principles, Code Reusability, Functional Design, Computer Programming, Oracle Databases, File Systems, Computational Logic, API Design, Data Structures, Software Design, File Management, Data Management

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sapienza University of Rome

    Macroeconomic Financial Accounts Course 2

    Skills you'll gain: Financial Policy, Spreadsheet Software, Financial Systems, Microsoft Excel, Financial Data, Governmental Accounting, Corporate Finance, Financial Accounting, International Finance, Market Data, Corporate Accounting, Economics, Accounting, Fiscal Management, Policy Analysis, Research, and Development, Financial Management, Public Administration, Financial Analysis, Behavioral Economics, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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

  • Advanced Machine Learning, Neural Networks, and NLP: John Wiley & Sons
  • Advanced Trading Algorithms: Indian School of Business
  • Foundations of Artificial Intelligence: John Wiley & Sons
  • Statistical Learning for Engineering Part 1: Northeastern University
  • AI for Business, Creativity, and Development: John Wiley & Sons
  • Mejores Decisiones con Business Analytics: Pontificia Universidad Católica de Chile
  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Macroeconomic Financial Accounts: Sapienza University of Rome
  • Statistical Learning for Engineering Part 2: Northeastern University
  • Plant Bioinformatics Capstone: University of Toronto

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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