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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


  • N

    Northeastern University

    Designing Engaging Dashboards for Healthcare Analytics

    Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Data Presentation, Interactive Data Visualization, Infographics, Data Literacy, Tableau Software, Data Visualization Software, Presentations, Statistical Visualization, Storytelling, Design Elements And Principles, Data Analysis, Key Performance Indicators (KPIs), Health Informatics, Color Theory, Stakeholder Communications

    Mixed · Course · 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    RF and millimeter-Wave Circuit Design

    Skills you'll gain: Electronics Engineering, Electronics, Telecommunications, Electronic Systems, Electronic Components, Hardware Design, Communication Systems, Wireless Networks, Electronic Hardware, Simulation and Simulation Software, Simulations, Laboratory Experience

    4.7
    Rating, 4.7 out of 5 stars
    ·
    247 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Toronto

    Bioinformatic Methods II

    Skills you'll gain: Bioinformatics, Molecular Biology, Biostatistics, Biotechnology, Informatics, Network Analysis, Data Analysis, Cell Biology, Data Visualization Software, Data Processing, Structural Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    488 reviews

    Beginner · Course · 1 - 3 Months

  • A

    American Psychological Association

    t-Tests of Hypotheses About Means

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistics, Data Analysis, Regression Analysis, Research Design, Research, Psychology

    Beginner · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    IA en el Deporte: El Enfoque de un Club

    Skills you'll gain: Artificial Intelligence, Performance Analysis, Automation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Personalized Service, Innovation, Internet Of Things, Machine Learning, Digital Transformation, Deep Learning, Analytical Skills, Predictive Analytics, Big Data, Health Technology, Ethical Standards And Conduct, Data Analysis, Natural Language Processing, Data Security, User Experience

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, Model View Controller, Databases, Relational Databases, Software Development, Ruby on Rails, Software Design Patterns, Cascading Style Sheets (CSS), Javascript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    185 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado System

    Design and Analyze Secure Networked Systems

    Skills you'll gain: Public Key Infrastructure, Cybersecurity, Data Security, Cyber Attacks, Information Assurance, Network Security, Risk Management Framework, Security Controls, Cryptography, Key Management, Threat Modeling, Authorization (Computing), Encryption, Email Security, Authentications, Vulnerability Assessments

    3.9
    Rating, 3.9 out of 5 stars
    ·
    239 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    SPSS: Apply & Interpret Logistic Regression Models

    Skills you'll gain: Logistic Regression, Model Evaluation

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, Digital Advertising, ChatGPT, Branding, Design Thinking, Keyword Research, Search Engine Marketing, Brand Awareness, Brand Strategy, Digital Marketing, Marketing Design, Generative AI, Customer experience strategy (CX), Marketing Management, Marketing Strategy and Techniques, Personalized Service, Prompt Engineering, AI Personalization, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    153 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado System

    Regression Modeling for Marketers

    Skills you'll gain: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Artificial Intelligence in Finance and Wealth Management

    Skills you'll gain: Education Software and Technology, Wealth Management, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, FinTech, Data Mining, AI Personalization, Learning Theory, Regulatory Compliance, Financial Planning, Relationship Building, Risk Modeling, Legal Risk

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Intermediate · Specialization · 1 - 3 Months

  • L

    LearnQuest

    AI 알고리즘 모델과 한계점

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Algorithms, Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Business Ethics, Ethical Standards And Conduct

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Designing Engaging Dashboards for Healthcare Analytics: Northeastern University
  • RF and millimeter-Wave Circuit Design: Eindhoven University of Technology
  • Bioinformatic Methods II: University of Toronto
  • t-Tests of Hypotheses About Means: American Psychological Association
  • IA en el Deporte: El Enfoque de un Club: Real Madrid Graduate School Universidad Europea
  • Web Application Development: Basic Concepts: University of New Mexico
  • Design and Analyze Secure Networked Systems: University of Colorado System
  • SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
  • Generative AI in Marketing: University of Virginia Darden School Foundation
  • Regression Modeling for Marketers: University of Colorado System

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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