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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.


More to explore:

Popular Data Mining Courses and Certifications


  • C

    Coursera

    Building an Ecosystem model with Insight Maker

    Skills you'll gain: Simulation and Simulation Software, Systems Thinking, Visualization (Computer Graphics), Data Modeling, Systems Design, Mathematical Modeling, Biology, Environment, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    203 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API

    Skills you'll gain: Gemini, Google Gemini, Multimodal Prompts, Retrieval-Augmented Generation, Query Languages, Data Manipulation, Data Store, Embeddings, Metadata Management, Document Management, Text Mining, Data Capture, Cloud API, Image Analysis, Cloud Computing, Artificial Intelligence

    4.1
    Rating, 4.1 out of 5 stars
    ·
    8 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free
    Free
    I

    Infosec

    CompTIA Security+ 701

    Skills you'll gain: Cybersecurity, Cyber Attacks, Incident Response, Information Systems Security, Application Security, Security Management, Computer Security Incident Management, Network Security, IT Security Architecture, Threat Management, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Security Controls, Identity and Access Management, Cryptography, Threat Detection, Data Security, Computer Security, Encryption, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    551 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Teaching Impacts of Technology in K-12 Education

    Skills you'll gain: Big Data, Cybersecurity, Pedagogy, Student Engagement, Blockchain, Digital pedagogy, Algorithms, Data Security, Teaching, digital literacy, Cryptography, Technical Communication, Diversity Awareness, K-12 pedagogy, Information Privacy, Emerging Technologies, Computer Networking, Digital Transformation, Diversity Equity and Inclusion Initiatives, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    60 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The University of Notre Dame

    Ethical Leadership

    Skills you'll gain: Active Listening, Workplace inclusivity, Data Ethics, Negotiation, Leadership Development, Business Ethics, Conflict Management, Change Management, Diversity and Inclusion, Social Justice, Communication Strategies, Leadership, Strategic Leadership, Business Communication, Personal Integrity, Organizational Leadership, Analytical Skills, Market Dynamics, Responsible AI, Economics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    193 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Project Planning and Machine Learning

    Skills you'll gain: Machine Learning Algorithms, Big Data, Product Development, Data Preprocessing, Analytics, File Systems, New Product Development, Data Analysis, Machine Learning, Internet Of Things, Supervised Learning, Product Planning, Unsupervised Learning, Data Storage, Project Planning, Systems Of Measurement, Staff Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    132 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    計算機程式設計 (Computer Programming)

    Skills you'll gain: C (Programming Language), Programming Principles, Computer Programming, Computer Science, Data Structures, Algorithms, Computational Logic, Command-Line Interface, Functional Design, Debugging, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    369 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Leading Change in Health Informatics

    Skills you'll gain: Healthcare Project Management, Health Informatics, Clinical Informatics, Change Control, Health Care Administration, Clinical Leadership, IT Management, Strategic Leadership, Health Care, Decision Support Systems, Continuous Quality Improvement (CQI), Electronic Medical Record, System Implementation, Usability Testing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    307 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Technologies and platforms for Artificial Intelligence

    Skills you'll gain: AI Enablement, Artificial Intelligence, Cloud Platforms, Deep Learning, Hardware Architecture, Information Technology, Internet Of Things, Machine Learning Methods, Cloud Computing, Embedded Systems, Data Centers

    4.8
    Rating, 4.8 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of London

    How Computers Work

    Skills you'll gain: Computer Science, Computer Systems, Web Applications, Computer Literacy, Network Security, Computer Networking, Computational Thinking, Debugging, Web Design and Development, Cybersecurity, Problem Management, Software Architecture, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
    ·
    574 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Intel

    Intel® AI Fundamentals

    Skills you'll gain: AI Enablement, Artificial Intelligence, AI Product Strategy, Business Technologies, Complex Problem Solving, Digital Transformation, Technology Strategies, Case Studies, Business Intelligence, Company, Product, and Service Knowledge, Customer experience strategy (CX), Customer Insights, Discussion Facilitation, Emerging Technologies, Responsible AI, Customer Analysis, Machine Learning, B2B Sales, Computer Hardware, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    773 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Elasticsearch

    Skills you'll gain: Restful API, Data Mapping, Scalability, Information Architecture, Data Management, Data Structures, Query Languages, JSON, Data Import/Export, Big Data

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Building an Ecosystem model with Insight Maker: Coursera
  • Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API: Google Cloud
  • CompTIA Security+ 701: Infosec
  • Teaching Impacts of Technology in K-12 Education: University of California San Diego
  • Ethical Leadership: The University of Notre Dame
  • Project Planning and Machine Learning: University of Colorado Boulder
  • 計算機程式設計 (Computer Programming): National Taiwan University
  • Leading Change in Health Informatics: Johns Hopkins University
  • Technologies and platforms for Artificial Intelligence: Politecnico di Milano
  • How Computers Work: 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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