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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 at Urbana-Champaign

    Business Analytics Graduate Certificate

    Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • H

    Heriot-Watt University

    MSc Computer Science

    Skills you'll gain: Artificial Intelligence, Graph Theory, Data Structures, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Computer Programming, Algorithms, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Reinforcement Learning, Computational Thinking, Natural Language Processing, Computer Science

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    生成式 AI:瞭解基礎概念

    Skills you'll gain: Responsible AI, Generative AI, Google Cloud Platform, AI Security, Large Language Modeling, Data Quality, Artificial Intelligence, Data Ethics, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • B

    BITS Pilani

    Bachelor of Science in Computer Science

    Skills you'll gain: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Theoretical Computer Science, Object Oriented Design, Operating Systems, Android Development, Database Design, Encryption, Bioinformatics, Java Programming, Feature Engineering, Algorithms, TCP/IP, Version Control, Data Structures, Model View Controller

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Georgetown University

    Bachelor of Arts in Liberal Studies

    Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Business Strategy, Competitive Intelligence, Design Thinking, Survey Creation, Cyber Threat Intelligence, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, International Relations, Artificial Intelligence, Policy Development, Political Sciences

    Earn a degree

    Degree · 1 - 4 Years

  • N

    Northeastern University

    Master of Science in Engineering Management

    Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Inference, Sampling (Statistics), Probability, Statistical Reporting, Statistical Modeling, Exploratory Data Analysis, Statistical Methods, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Experimentation, Data Presentation, Estimation, Statistical Visualization, Correlation Analysis, Reliability

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Utiliser des notebooks dans Vertex AI

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, AI Security, Artificial Intelligence, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Berkeley

    Master of Advanced Study in Engineering

    Skills you'll gain: User Research, File I/O, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Bachelor of Science in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Master of Science in Cyber Security

    Skills you'll gain: Key Management, Security Management, Human Factors (Security), Application Security, Information Privacy, Cyber Governance, Infrastructure Security, Cryptography, Threat Modeling, Business Continuity Planning, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cyber Security Strategy, ISO/IEC 27001, Incident Response, Network Security, Data Collection, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Illinois at Urbana-Champaign

    Accounting Foundations Graduate Certificate

    Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making

    Credit offered

    Graduate Certificate · 6 - 12 Months

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

  • Business Analytics Graduate Certificate: University of Illinois at Urbana-Champaign
  • MSc Computer Science: Heriot-Watt University
  • 生成式 AI:瞭解基礎概念: Google Cloud
  • Bachelor of Science in Computer Science: BITS Pilani
  • Bachelor of Arts in Liberal Studies: Georgetown University
  • Master of Science in Engineering Management: Northeastern University
  • Utiliser des notebooks dans Vertex AI: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - 日本語版: Google Cloud
  • Master of Advanced Study in Engineering: University of California, Berkeley
  • Bachelor of Science in Computer Science: University of London

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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