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  • Data Mining

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


  • E

    EDUCBA

    Implementing Secure VCenter Clusters and VM Protection

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, VMware ESX Servers, vCenter Server, Virtual Machines, Virtualization, Infrastructure Security, Hardening, Role-Based Access Control (RBAC), Data Storage, Identity and Access Management, Windows PowerShell, Encryption, Computer Networking

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Integrity, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    AI Agent Architecture with the Model Context Protocol

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Model Deployment, Generative AI Agents, AI Orchestration, Tool Calling, Context Management, Prompt Engineering, Enterprise Architecture, Model Evaluation, Embeddings, Vector Databases

    Beginner · Course · 1 - 3 Months

  • U

    University of Cape Town

    Understanding Clinical Research: Behind the Statistics

    Skills you'll gain: Biostatistics, Statistical Methods, Statistical Hypothesis Testing, Diagnostic Tests, Clinical Research, Statistical Analysis, Quantitative Research, Statistics, Descriptive Statistics, Statistical Inference, Data Collection, Probability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.7K reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Foundations and Core Concepts of PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Python Programming, Data Preprocessing, Regression Analysis, Software Installation, System Configuration, Development Environment, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 3 Months

  • F

    Fractal Analytics

    Successful AI Strategies: A CEO's Perspective

    Skills you'll gain: AI Enablement, Business Leadership, Strategic Leadership, Responsible AI, Business Strategy, Generative Adversarial Networks (GANs), Data Strategy, Business Transformation, Strategic Decision-Making, Organizational Effectiveness, Deep Learning, Organizational Development, Artificial Intelligence, Human Centered Design, Data Quality, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Maven Analytics

    Complete Visual Guide to Machine Learning

    Skills you'll gain: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Sports Betting: Risks & Ripple Effects Teach-Out

    Skills you'll gain: Marketing, Public Health, Substance Abuse, Business Ethics, Social Impact, Higher Education, Regulatory Compliance, FinTech, Mental and Behavioral Health, Behavioral Economics, Advertising, Analytics

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Hardware

    Skills you'll gain: Computer Hardware, Computer Architecture, Networking Hardware, Hardware Architecture, Computer Systems, Information Technology, Data Storage, Facility Repair And Maintenance, Computer Networking, Peripheral Devices, Wireless Networks, Computer Security

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Confluence Administration, Security & Space Configuration

    Skills you'll gain: Multi-Factor Authentication, Information Architecture, Security Controls, Technical Documentation, Software Documentation, Authentications, ISO/IEC 27001, Vulnerability Assessments, Cross-Functional Collaboration, Application Security, Web Content Accessibility Guidelines, Auditing, Security Information and Event Management (SIEM), Data Security, Document Management, Enterprise Security, Single Sign-On (SSO), Security Assertion Markup Language (SAML), End User Training and Support, User Accounts

    Intermediate · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Applied Machine Learning, Image Analysis, Bayesian Statistics, Probability Distribution, Unsupervised Learning, Sampling (Statistics)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    109 reviews

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Build a Product Listing Website Using VBScript

    Skills you'll gain: Database Design, Frontend Integration, Database Application, Web Applications, Web Development, Authentications, Web Design and Development, Full-Stack Web Development, Back-End Web Development, User Accounts, Data Management, Visual Basic (Programming Language), Scripting Languages, Data Validation

    Beginner · Course · 1 - 4 Weeks

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

  • Implementing Secure VCenter Clusters and VM Protection: EDUCBA
  • Artificial Intelligence Privacy and Convenience: LearnQuest
  • AI Agent Architecture with the Model Context Protocol: University of California, Santa Cruz
  • Understanding Clinical Research: Behind the Statistics: University of Cape Town
  • Foundations and Core Concepts of PyTorch: Packt
  • Successful AI Strategies: A CEO's Perspective: Fractal Analytics
  • Complete Visual Guide to Machine Learning: Maven Analytics
  • Sports Betting: Risks & Ripple Effects Teach-Out: University of Michigan
  • IT Fundamentals for Business Profiles: Hardware: Universitat Politècnica de València
  • Confluence Administration, Security & Space Configuration: Coursera

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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