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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


  • C

    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Data Import/Export, Machine Learning, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    83 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    ADK Mastery - From Beginner to Advanced Agent Development

    Skills you'll gain: Agentic Workflows, AI Orchestration, Generative AI Agents, AI Workflows, LLM Application, Agentic systems, OpenAI API, Tool Calling, Context Management, Data Persistence, Development Environment, Software Architecture, Debugging

    Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Breach From Within: Introduction to Insider Risk and Threats

    Skills you'll gain: Risk Management Framework, Threat Management, Cyber Risk, Risk Management, Security Management, MITRE ATT&CK Framework, Security Awareness, Threat Modeling, Operational Risk, Risk Analysis, Business Risk Management, Human Factors (Security), Risk Mitigation, Industrial and Organizational Psychology, Infrastructure Security, Culture Transformation, Cyber Security Strategy, Cyber Security Policies, Organizational Leadership, Organizational Effectiveness

    Beginner · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    GitHub Production Applications

    Skills you'll gain: Object-Relational Mapping, Restful API, Code Review, Test Case, Software Testing, Test Automation, Business Logic, Application Development, AI Workflows, Requirements Analysis, GitHub, API Design, Full-Stack Web Development, Test Driven Development (TDD), Software Technical Review, Software Development, Back-End Web Development, Data Persistence, Software Architecture, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting started with ImageJ

    Skills you'll gain: Image Analysis, Software Installation, Data Analysis, Analysis, Scientific Methods, User Interface (UI)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    62 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Programming for Beginners with Lua and Love2D

    Skills you'll gain: Video Game Development, Game Design, Development Environment, Data Structures, Computer Programming, Programming Principles, User Interface (UI), Scripting Languages, Debugging

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Forecast & Evaluate Market Trends

    Skills you'll gain: Demand Planning, Time Series Analysis and Forecasting, Trend Analysis, Market Trend, Forecasting, Strategic Decision-Making, Predictive Analytics, Data-Driven Decision-Making, Analysis, Performance Measurement, Business Strategy, Prioritization, Market Analysis, Market Opportunities, Performance Analysis, Business Planning, Key Performance Indicators (KPIs), Gap Analysis, Variance Analysis, Business Development

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Publishing Visualizations in R with Shiny and flexdashboard

    Skills you'll gain: Shiny (R Package), Dashboard, Ggplot2, Interactive Data Visualization, Data Visualization Software, Data Presentation, Application Development, Data Sharing, UI Components, Application Deployment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    72 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Embedded Firmware Engineering

    Skills you'll gain: Embedded Software, Real-Time Operating Systems, Embedded Systems, Software Architecture, Pseudocode, Systems Architecture, Software Systems, Hardware Architecture, Computer Hardware, System Programming, Computer Architecture, Software Design, Cross Platform Development, Application Design, Systems Design, Software Design Patterns, Internet Of Things, Systems Integration, Maintainability, Peripheral Devices

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Generative AI Foundations for Absolute Beginners

    Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Data Ethics, Large Language Modeling, Artificial Intelligence, Machine Learning, Artificial Neural Networks, Computer Science, Deep Learning, Machine Learning Algorithms

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Puppet for Scalable Infrastructure Automation

    Skills you'll gain: IT Automation, CI/CD, Maintainability, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Model Evaluation, Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Machine Learning

    2.5
    Rating, 2.5 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Interpretable Machine Learning Applications: Part 1: Coursera
  • ADK Mastery - From Beginner to Advanced Agent Development: Packt
  • Breach From Within: Introduction to Insider Risk and Threats: University of Maryland, College Park
  • GitHub Production Applications: Pragmatic AI Labs
  • Getting started with ImageJ: Coursera
  • Programming for Beginners with Lua and Love2D: Packt
  • Forecast & Evaluate Market Trends: Coursera
  • Publishing Visualizations in R with Shiny and flexdashboard: Johns Hopkins University
  • Embedded Firmware Engineering: Coursera
  • Generative AI Foundations for Absolute Beginners: Packt

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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