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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


  • A

    Advancing Women in Tech

    Real-World Cloud Product Management

    Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Services, Amazon S3, Amazon Elastic Compute Cloud, Public Cloud, Cloud Platforms, Cloud Computing Architecture, AWS Identity and Access Management (IAM), Technical Product Management, AWS CloudFormation, Cloud Storage, Amazon Redshift, Cloud Security, Network Security, Amazon DynamoDB, Infrastructure Security, Product Management, Cost Management, Technical Support

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    92 reviews

    Beginner · Specialization · 1 - 3 Months

  • J

    JetBrains

    Python from Scratch: Learn by Coding

    Skills you'll gain: File I/O, Data Structures, Python Programming, Programming Principles, Computer Programming, Scripting, Data Processing, Code Review, NumPy, Development Environment, Integrated Development Environments, Computational Thinking, Software Installation, Numerical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud Digital Leader - Français

    Skills you'll gain: Cloud Security, Cloud Infrastructure, Cloud Management, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, Digital Transformation, Network Security, Containerization, Application Programming Interface (API), Google Cloud Platform, Real Time Data, Hybrid Cloud Computing, Data Strategy, Encryption, Data Security, Cloud Services, Site Reliability Engineering, Data Governance, Cost Management, Cloud Computing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    Duke University

    Climate Science for Everyone

    Skills you'll gain: Climate Change Programs, Climate Change Adaptation, Climate Change Mitigation, International Relations, Environmental Policy, Environment, Environmental Science, Pollution Prevention, Sustainable Development, Social Impact, Community Development, Natural Resource Management, Mental Health, Mathematical Modeling, Simulations, Trend Analysis, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    UiPath

    UiPath Orchestrator and Capstone Projects

    Skills you'll gain: Robotic Process Automation, Context Management, Business Process Automation, Automation, User Interface (UI), Application Deployment, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Linux Embedded System Topics and Projects

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Embedded Software, Agile Software Development, Embedded Systems, Software Testing, Development Testing, Software Development Methodologies, Git (Version Control System), Docker (Software), Containerization, Linux, System Programming, Operating Systems, File Systems, Internet Of Things, Build Tools

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Infonomics II: Business Information Management and Measurement

    Skills you'll gain: Asset Management, Intellectual Property, Data Quality, Information Management, Digital Assets, Business Valuation, Information Systems, Management Information Systems, Data Governance, Enterprise Modeling, Business Metrics, Accounting, Organizational Structure, Innovation, Data Analysis, Big Data

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Desarrollo de Aplicaciones Mobile Multiplataforma con Nativescript, Angular y Redux

    Skills you'll gain: Mobile Development, Cross Platform Development, React Redux, iOS Development, Continuous Integration, Apple iOS, Test Automation, Unit Testing, Data Persistence, User Interface (UI), Angular, Application Development, UI Components, User Interface (UI) Design, Application Frameworks, TypeScript, Debugging, Animations

    3.7
    Rating, 3.7 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Engineering Probability and Statistics Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Probability & Statistics, Statistical Analysis, Experimentation, Data Analysis, Data Presentation, Estimation

    Mixed · Course · 1 - 3 Months

  • N

    Northeastern University

    Business Application of Machine Learning and Artificial Intelligence in Healthcare

    Skills you'll gain: Health Informatics, Decision Support Systems, Process Mapping, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Customer experience strategy (CX), Artificial Intelligence and Machine Learning (AI/ML), Analytics, Applied Machine Learning, Healthcare Industry Knowledge, Performance Metric

    4.4
    Rating, 4.4 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Learn to work with APIs

    Skills you'll gain: JSON, Restful API, Web Applications, Application Programming Interface (API), Responsive Web Design, Cascading Style Sheets (CSS), Event-Driven Programming, HTML and CSS, Javascript, Back-End Web Development, Frontend Integration, Web Development, Web Services, Real Time Data, Web Development Tools, Game Design, Hypertext Markup Language (HTML), Servers, Software Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • L

    Logical Operations

    Crystal Reports: Running Totals and Cross-Tabs

    Skills you'll gain: Management Reporting, Business Reporting, Run Chart, Data Presentation, Microsoft Access, Data Analysis, Business Intelligence Software, Business Intelligence, Data Analysis Software, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

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

  • Real-World Cloud Product Management: Advancing Women in Tech
  • Python from Scratch: Learn by Coding: JetBrains
  • Google Cloud Digital Leader - Français: Google Cloud
  • Climate Science for Everyone: Duke University
  • UiPath Orchestrator and Capstone Projects: UiPath
  • Linux Embedded System Topics and Projects: University of Colorado Boulder
  • Infonomics II: Business Information Management and Measurement: University of Illinois Urbana-Champaign
  • Desarrollo de Aplicaciones Mobile Multiplataforma con Nativescript, Angular y Redux: Universidad Austral
  • Engineering Probability and Statistics Part 2: Northeastern University
  • Business Application of Machine Learning and Artificial Intelligence in Healthcare: Northeastern University

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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