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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
    P

    Packt

    Introduction to Java and Programming Basics

    Skills you'll gain: Eclipse (Software), Integrated Development Environments, Java Programming, Java, Object Oriented Programming (OOP), Development Environment, Software Installation, Debugging, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    P

    Princeton University

    Алгоритмы, часть I

    Skills you'll gain: Algorithms, Data Structures, Computer Programming, Java, Theoretical Computer Science, Simulation and Simulation Software, Performance Testing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Technical Analysis & Market Models for Trading

    Skills you'll gain: Technical Analysis, Financial Trading, Financial Market, Portfolio Risk, Derivatives, Market Analysis, Statistical Analysis, Market Dynamics, Market Data, Risk Analysis, Data Validation, Trend Analysis, Performance Analysis, Probability Distribution, Behavioral Economics, Model Evaluation, Consolidation, Risk Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Improving Math Engagement with Prodigy

    Skills you'll gain: Education Software and Technology, Mathematics Education

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Understanding the Value of Human-Centered Design

    Skills you'll gain: Human Centered Design, User Experience Design, Stakeholder Engagement, Design Thinking, Creativity, Research and Design, Ideation, Stakeholder Analysis, Surveys, Data Collection, Storytelling, Design Strategies, Collaboration, Innovation, User Research, Presentations, Communication, Goal Setting

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Compra programática de medios: Publicidad online en tiempo real

    Skills you'll gain: Media Buying, Digital Media Strategy, Paid media, Online Advertising, Marketing Effectiveness, Media Strategy, Media Planning, Performance marketing, Digital Advertising, Campaign Management, Advertising, Advertising Campaigns, Business Metrics, Key Performance Indicators (KPIs)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    183 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Introduction to Machine Learning with Python

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis

    3.6
    Rating, 3.6 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Select Topics in Python

    Skills you'll gain: Matplotlib, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Natural Language Processing, Data Visualization Software, Unit Testing, Cloud Deployment, Jupyter, Database Development, Data Processing, Virtual Environment, Dependency Analysis, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Capstone: Create your own professional journalistic portfolio

    Skills you'll gain: Interviewing Skills, Journalism, Report Writing, Investigation, Research, Peer Review, Content Creation, Storytelling, Ethical Standards And Conduct, Data Collection, Writing, Multimedia

    4.7
    Rating, 4.7 out of 5 stars
    ·
    94 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Intro to Model Context Protocol (MCP)

    Skills you'll gain: Model Context Protocol, AI Workflows, Tool Calling, Anthropic Claude, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Artificial Intelligence, Middleware, Data Access, Server Side, Generative AI

    2.9
    Rating, 2.9 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    U

    Universidade de São Paulo

    Boas Práticas Científicas

    Skills you'll gain: General Science and Research, Collaboration, Social Skills, Clinical Research Ethics, Science and Research, Trustworthiness, Honesty, Communication, Data Ethics, Experimentation, Constructive Feedback

    4.9
    Rating, 4.9 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Clemson University

    Database Management Systems

    Skills you'll gain: Database Design, Database Management Systems, MySQL, Database Theory, Relational Databases, Databases, Data Modeling, Database Architecture and Administration, SQL, NoSQL, Diagram Design

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    66 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Java and Programming Basics: Packt
  • Алгоритмы, часть I: Princeton University
  • Apply Technical Analysis & Market Models for Trading: EDUCBA
  • Improving Math Engagement with Prodigy: Coursera
  • Understanding the Value of Human-Centered Design: University of Illinois Urbana-Champaign
  • Compra programática de medios: Publicidad online en tiempo real: Universidad Austral
  • Introduction to Machine Learning with Python: Arizona State University
  • Select Topics in Python: Codio
  • Capstone: Create your own professional journalistic portfolio: Michigan State University
  • Intro to Model Context Protocol (MCP): Scrimba

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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