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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

    AI CERTs

    Managing Projects with AI

    Skills you'll gain: AI Product Strategy, Project Management Software, Responsible AI, Project Risk Management, AI Enablement, Project Management, Project Portfolio Management, Project Management Life Cycle, Risk Analysis, Project Management Office (PMO), Project Implementation, Resource Allocation, Timelines, Project Scoping, Artificial Intelligence and Machine Learning (AI/ML), Project Performance, Project Accounting, Predictive Modeling, Generative AI Agents, Generative AI

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Optimize Task Hierarchies

    Skills you'll gain: Scheduling, Project Schedules, Work Breakdown Structure, Project Management Software, Dependency Analysis, Performance Analysis, Data-Driven Decision-Making, Process Improvement, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Develop a Java Student Management System

    Skills you'll gain: User Interface (UI) Design, Java, Application Design, Application Development, Databases, Development Environment, Data Validation, Debugging, Program Development, Data Modeling, Transaction Processing, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Generalized Linear Models and Nonparametric Regression

    Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build and Implement JavaScript ToDo Applications

    Skills you'll gain: Vue.JS, JavaScript Frameworks, Web Development Tools, Front-End Web Development, Javascript, UI Components, Data Structures, Debugging

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Embedded Firmware Engineering

    Skills you'll gain: Embedded Software, Real-Time Operating Systems, Embedded Systems, Software Architecture, Pseudocode, Systems Architecture, Software Systems, Hardware Architecture, Computer Hardware, System Programming, Computer Architecture, Software Design, Cross Platform Development, Application Design, Systems Design, Software Design Patterns, Internet Of Things, Systems Integration, Maintainability, Peripheral Devices

    Intermediate · Specialization · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Application Security, Cybersecurity, Email Security, Identity and Access Management, Firewall

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Build a Hospital Management System with Entity Framework

    Skills you'll gain: Data Validation, Object-Relational Mapping, Database Design, Back-End Web Development, Data Modeling, Data Integrity, Database Development, Application Development, Software Architecture, Database Application, Health Information Management, Data Persistence, Health Care, Database Management, C# (Programming Language)

    Beginner · Course · 1 - 4 Weeks

  • U

    University of London

    Problems, Algorithms and Flowcharts

    Skills you'll gain: Pseudocode, Algorithms, Computational Thinking, Computer Science, Data Structures, Diagram Design, Program Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Organize Views Quickly

    Skills you'll gain: Organizational Skills, Workflow Management, Project Management Software, Collaborative Software, Team Oriented, Kanban Principles, Project Management, Data Visualization

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Cervical Cancer Risk Prediction Using Machine Learning

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Analysis, Classification Algorithms, Data Preprocessing, Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Modern Web Development with Blazor WebAssembly and .NET

    Skills you'll gain: ASP.NET, JavaScript Frameworks, Development Environment, Application Programming Interface (API), Microsoft Development Tools, Web Development, Microsoft Visual Studio, Maintainability, Software Design, UI Components, Data Validation, Version Control

    Intermediate · Course · 1 - 3 Months

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

  • Managing Projects with AI: AI CERTs
  • Optimize Task Hierarchies: Coursera
  • Develop a Java Student Management System: EDUCBA
  • Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
  • Build and Implement JavaScript ToDo Applications: EDUCBA
  • Embedded Firmware Engineering: Coursera
  • Cryptography: Birla Institute of Technology & Science, Pilani
  • Build a Hospital Management System with Entity Framework: EDUCBA
  • Problems, Algorithms and Flowcharts: University of London
  • Organize Views Quickly: 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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