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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

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    VSCode for Developers: Set up a professional environment

    Skills you'll gain: Version Control, Debugging, Microsoft Visual Studio, Integrated Development Environments, Software Development Tools, Development Environment, Software Development

    3.4
    Rating, 3.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Modern Java - Mastering Features from Java 8 to Java 21

    Intermediate · Course · 3 - 6 Months

  • L

    L&T EduTech

    Solid Waste Collection, Storage and Transportation

    Skills you'll gain: Waste Minimization, Environmental Engineering, Sustainable Engineering, Civil Engineering, Environmental Regulations, Sustainable Technologies, Environmental Resource Management, Environmental Laws, Environmental Policy, Transportation Operations, Traffic Flow Optimization, Estimation, Network Routing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Get started with Mural

    Skills you'll gain: Collaborative Software, Productivity Software, Telecommuting, Virtual Teams, Team Building, Organizational Skills, User Accounts, Brainstorming, Data Visualization, Data Sharing, Business Strategy

    3.9
    Rating, 3.9 out of 5 stars
    ·
    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Nacional Autónoma de México

    Astronomía básica

    Skills you'll gain: Physical Science, Physics, Life Sciences, Environment, General Science and Research, Global Positioning Systems, Systems Of Measurement, Estimation, Geospatial Information and Technology, Scientific Visualization

    3.6
    Rating, 3.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Introduction to Java

    Skills you'll gain: Eclipse (Software), Java, Java Programming, Object Oriented Programming (OOP), Integrated Development Environments, Data Structures, File I/O, Programming Principles, Algorithms, Computer Programming, Development Environment, Computational Thinking, Debugging, Software Development

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    App Development with Power Apps: Create Custom Components

    Skills you'll gain: Power Apps Component Framework, UI Components, Business Process Automation, No-Code Development, Microsoft Power Platform, Automation, Application Development, Database Application, Microsoft 365, Data Integration

    Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Pesquisa de Mercado e Estratégia de Marketing

    Skills you'll gain: Quantitative Research, Qualitative Research, Marketing Analytics, Market Analysis, Market Research, Survey Creation, Exploratory Data Analysis, Marketing Strategies, Sampling (Statistics), Strategic Marketing, Marketing Management, Data Collection, Market Intelligence, Business Research, Forecasting, Strategic Decision-Making, Data Analysis, Predictive Modeling, Analysis, Marketing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    37 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Boost Engagement: Optimize AI Content Performance

    Skills you'll gain: Content Performance Analysis, Social Media Marketing, Content Development and Management, Content Creation, Web Analytics, Social Media Management, Content Strategy, AI Personalization, Web Analytics and SEO, Market Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Introdução aos Sistemas de Informação para Negócios

    Skills you'll gain: Digital Transformation, IT Service Management, Information Technology Infrastructure Library, Service Management, Interoperability, Business Transformation, Data Strategy, DevOps, Information Systems Security, Cybersecurity, Systems Integration, Innovation, Application Programming Interface (API), Service Design, Service Level, Organizational Strategy, Mobile Banking, Social Media, E-Commerce, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    76 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Learn Selenium WebDriver with Java

    Skills you'll gain: Selenium (Software), Java Programming, Java, Object Oriented Programming (OOP), Object Oriented Design, Eclipse (Software), Test Tools, File Management, Cascading Style Sheets (CSS), Test Automation, Computer Programming, Development Environment, Integrated Development Environments, Software Testing, Test Script Development, Web Scraping, Data Validation, Test Case, Web Development Tools, Data Structures

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Optimize AI: Build Robust Ensemble Models: Coursera
  • VSCode for Developers: Set up a professional environment: Coursera
  • Modern Java - Mastering Features from Java 8 to Java 21: Packt
  • Solid Waste Collection, Storage and Transportation: L&T EduTech
  • Get started with Mural: Coursera
  • Astronomía básica: Universidad Nacional Autónoma de México
  • Introduction to Java: Universidad de Palermo
  • App Development with Power Apps: Create Custom Components: Coursera
  • Pesquisa de Mercado e Estratégia de Marketing: Fundação Instituto de Administração
  • Boost Engagement: Optimize AI Content Performance: 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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