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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


  • U

    University of Colorado Boulder

    Everyday Excel, Part 3 (Projects)

    Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Analysis, Mathematical Modeling, Complex Problem Solving, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    294 reviews

    Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Computational and Graphical Models in Probability

    Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Improvement Techniques and Control Tools

    Skills you'll gain: Lean Methodologies, Process Improvement, Lean Six Sigma, Statistical Process Controls, Continuous Improvement Process, Process Optimization, Quality Control, Process Capability, Employee Training, Operational Efficiency, Waste Minimization, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • 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

  • G

    Google Cloud

    Developing a Google SRE Culture

    Skills you'll gain: Site Reliability Engineering, Safety Culture, Culture Transformation, CI/CD, Service Level, System Implementation, Performance Measurement, Data-Driven Decision-Making, Organizational Structure, Incident Management, Automation, Change Management, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    920 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Emory University

    Meaningful Marketing Insights

    Skills you'll gain: Pivot Tables And Charts, Marketing Analytics, Descriptive Statistics, Microsoft Excel, Regression Analysis, Data Analysis, Data-Driven Decision-Making, Marketing, Marketing Effectiveness, Exploratory Data Analysis, Consumer Behaviour, Statistical Analysis, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    291 reviews

    Intermediate · Course · 1 - 3 Months

  • F

    Fudan University

    网络游戏设计与开发

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Intellectual Property, Mobile Development, Cloud Deployment, User Interface (UI), Android (Operating System), C# (Programming Language), Conceptual Design, Animation and Game Design, 3D Assets, Animations, System Design and Implementation, Visualization (Computer Graphics), Prototyping, Data Analysis Software, Application Deployment, Computer Graphics, Performance Tuning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    172 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    AI-Powered Customer Success

    Skills you'll gain: Prompt Engineering, Customer Retention, Customer Acquisition Management, User Feedback, Responsible AI, Customer Service, Customer experience strategy (CX), Customer Success Management, Customer Engagement, Generative AI, Customer Support, Customer Analysis, AI Personalization, ChatGPT, Anthropic Claude, Artificial Intelligence, Business Process Automation, Data-Driven Decision-Making, Automation, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    307 reviews

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Neuromarketing

    Skills you'll gain: Research Design, Science and Research, Laboratory Research, Research Methodologies, Research, Consumer Behaviour, Influencing, Marketing Psychology, Case Studies, Persuasive Communication, Statistical Analysis, Ethical Standards And Conduct, Data Collection, Advertising, Behavioral Economics, Data Analysis Software, Biomedical Technology, Marketing Communications, Experimentation, Neurology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    43 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Designing and Formatting a Presentation in PowerPoint

    Skills you'll gain: Microsoft PowerPoint, Presentations, Data Visualization, Editing, Writing, Graphic Design, Business Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    322 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    The Complete Quantum Computing Course for Beginners

    Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    89 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad Austral

    Aprende a programar con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Computer Programming, Programming Principles, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Everyday Excel, Part 3 (Projects): University of Colorado Boulder
  • Computational and Graphical Models in Probability: Johns Hopkins University
  • Improvement Techniques and Control Tools: SkillUp
  • Leading Change in Health Informatics: Johns Hopkins University
  • Developing a Google SRE Culture: Google Cloud
  • Meaningful Marketing Insights: Emory University
  • 网络游戏设计与开发: Fudan University
  • AI-Powered Customer Success: Coursera
  • Neuromarketing: Johns Hopkins University
  • Designing and Formatting a Presentation in PowerPoint: 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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