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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


  • Status: Free Trial
    Free Trial
    P

    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    Interacting with the System and Managing Memory

    Skills you'll gain: File I/O, Maintainability, Program Development, C (Programming Language), Software Engineering, System Programming, Software Development, Simulations, Command-Line Interface, Operating Systems, User Interface (UI), Data Structures, Debugging

    4.3
    Rating, 4.3 out of 5 stars
    ·
    180 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Architecting with Google Kubernetes Engine: Production

    Skills you'll gain: Kubernetes, CI/CD, Google Cloud Platform, Continuous Integration, Continuous Deployment, Continuous Delivery, Cloud Applications, Application Performance Management, Cloud Storage, Cloud Security, Role-Based Access Control (RBAC), Identity and Access Management, Data Storage, Authorization (Computing), Database Systems, Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    953 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    التسويق في عالم رقمي

    Skills you'll gain: Innovation, Marketing, Digital Advertising, Marketing Strategies, New Product Development, Digital Marketing, Consumer Behaviour, MarTech, Marketing Channel, Product Promotion, Digital Transformation, Customer Engagement, Branding, Price Negotiation

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Best Practices for iOS User Interface Design

    Skills you'll gain: Apple iOS, Model View Controller, Core Data (Software), User Interface (UI) Design, UI Components, Responsive Web Design, Mobile Development, Human Computer Interaction, UI/UX Strategy, Data Mapping, Animations, Storyboarding

    4.5
    Rating, 4.5 out of 5 stars
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    189 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, AI Enablement, Artificial Intelligence, Artificial Neural Networks, Brainstorming, Machine Learning, Deep Learning, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
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    189 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud Pub/Sub: Qwik Start - Command Line

    Skills you'll gain: Google Cloud Platform, Public Cloud, Command-Line Interface, Middleware, DevOps

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Amsterdam

    Methods and Statistics in Social Science - Final Research Project

    Skills you'll gain: Statistical Analysis, Research, Research Reports, Data Analysis, Research Design, Data Collection, Research Methodologies, Surveys, Qualitative Research, Experimentation, Descriptive Statistics, Survey Creation

    4.4
    Rating, 4.4 out of 5 stars
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    70 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    American Museum of Natural History

    Dinosaurs: Evolution, Extinction, and Paleobiology

    Skills you'll gain: Life Sciences, Biology, Environment, Taxonomy, Laboratory Research, Science and Research, Scientific Methods, Timelines, Estimation, Research, Research Methodologies, Scientific Visualization, Laboratory Experience, Environmental Science

    4.8
    Rating, 4.8 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Identifying Security Vulnerabilities

    Skills you'll gain: Threat Modeling, Secure Coding, Cryptography, Open Web Application Security Project (OWASP), Encryption, Application Security, Vulnerability Assessments, Data Security, Exploitation techniques, Security Controls, Authentications, Vulnerability Management, Personally Identifiable Information

    4.7
    Rating, 4.7 out of 5 stars
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    178 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    É

    École normale supérieure

    Cartographie thématique

    Skills you'll gain: Infographics, Geospatial Mapping, Data Mapping, Graphic and Visual Design, Graphics Software, Color Theory

    4.6
    Rating, 4.6 out of 5 stars
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    84 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Accounting, Financial Analysis, Forecasting, Financial Acumen, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Metrics, Business Management, Organizational Strategy, Strategic Decision-Making, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    322 reviews

    Beginner · Course · 1 - 3 Months

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

  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Interacting with the System and Managing Memory: Duke University
  • Architecting with Google Kubernetes Engine: Production: Google Cloud
  • التسويق في عالم رقمي: University of Illinois Urbana-Champaign
  • Best Practices for iOS User Interface Design: University of California, Irvine
  • AI for Knowledge Workers: University of California, Davis
  • Google Cloud Pub/Sub: Qwik Start - Command Line: Google Cloud
  • Methods and Statistics in Social Science - Final Research Project: University of Amsterdam
  • Dinosaurs: Evolution, Extinction, and Paleobiology: American Museum of Natural History
  • Identifying Security Vulnerabilities: University of California, Davis

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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