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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


  • S

    Simplilearn

    LLM Benchmarking and Evaluation Training

    Skills you'll gain: LLM Application, LangChain, Large Language Modeling, Model Evaluation, ChatGPT, Generative AI, Prompt Engineering, Application Development, Analytics, Natural Language Processing, Benchmarking

    Beginner · Course · 1 - 4 Weeks

  • U

    University at Buffalo

    Blockchain Platforms

    Skills you'll gain: Blockchain, Emerging Technologies, Distributed Computing, Microsoft Azure, FinTech, Cloud Computing Architecture, Interoperability, Cryptography, Scalability, Data Storage, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Python Programming, Model Evaluation, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Introduction to SIEM (Splunk)

    Skills you'll gain: Security Information and Event Management (SIEM), Splunk, Threat Detection, System Monitoring, Cybersecurity, Security Management, Event Monitoring, Incident Response, Data Analysis Software, Information Management, Data Management, Data Storage, Configuration Management, User Interface (UI)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    272 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Reporting with Tableau: Parameters & Filters

    Skills you'll gain: Dashboard, Tableau Software, Interactive Data Visualization, Financial Reporting, Financial Data, Business Reporting, Financial Statements, Business Intelligence, Financial Statement Analysis, Financial Analysis, Data Visualization Software, Performance Analysis, Key Performance Indicators (KPIs)

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • E

    Erasmus University Rotterdam

    Earth Economics

    Skills you'll gain: Economics, Policy, and Social Studies, Economics, Socioeconomics, Sustainable Development, Policy Analysis, Data Analysis, Tax, Environmental Issue, International Relations, Trend Analysis, Investments, Policy Development, Behavioral Economics, Supply And Demand, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Application Deployment, Scalability, Load Balancing, Cloud Infrastructure, Containerization, Data Persistence, Data Storage, Authorization (Computing), General Networking, Network Security, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    AI for Creative Work

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, Art History, AI Enablement, Creativity, Image Analysis, Prompt Engineering, Ethical Standards And Conduct, Innovation, Risk Management Framework, Environmental Issue, Creative Design, Intellectual Property, Problem Solving, Analysis, Experimentation, Leadership, Collaboration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    123 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Analysis of Organizations

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Income Statement, Balance Sheet, Financial Analysis, Revenue Forecasting, Profit and Loss (P&L) Management, Financial Data, Cash Flows, Accounting, Business Valuation, Capital Expenditure, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Medical Technology and Evaluation

    Skills you'll gain: Payment Systems, Medical Devices, Healthcare Industry Knowledge, Medical Equipment, Cost Benefit Analysis, Clinical Trials, Health Technology, Program Evaluation, Pharmaceuticals, Health Policy, Risk Analysis, Claims Processing, Health Care, Regulatory Affairs, Stakeholder Analysis, Probability & Statistics, Simulation and Simulation Software

    4.5
    Rating, 4.5 out of 5 stars
    ·
    292 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Meta

    The Full Stack

    Skills you'll gain: Full-Stack Web Development, Front-End Web Development, Django (Web Framework), Scalability, Responsive Web Design, Web Applications, Back-End Web Development, MySQL, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Cloud Computing, Application Programming Interface (API), Virtual Environment, Javascript, Database Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    234 reviews

    Intermediate · Course · 1 - 3 Months

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

  • LLM Benchmarking and Evaluation Training: Simplilearn
  • Blockchain Platforms: University at Buffalo
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Introduction to SIEM (Splunk): EDUCBA
  • Financial Reporting with Tableau: Parameters & Filters: Coursera
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Earth Economics: Erasmus University Rotterdam
  • Architecting with Google Kubernetes Engine: Workloads: Google Cloud
  • AI for Creative Work: University of Michigan
  • Financial Analysis of Organizations: University of Illinois Urbana-Champaign

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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