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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


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    EDUCBA

    Develop a Java Library Management System with JUnit

    Skills you'll gain: JUnit, Java Programming, Unit Testing, Java, Software Testing, Quality Assurance, Test Case, Software Development, Application Development, Data Validation, Object Oriented Programming (OOP), Debugging, User Interface (UI), Command-Line Interface, Data Modeling, Requirements Analysis

    Mixed · Course · 1 - 4 Weeks

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    University of Michigan

    Sports Betting: Risks & Ripple Effects Teach-Out

    Skills you'll gain: Marketing, Public Health, Substance Abuse, Business Ethics, Social Impact, Higher Education, Regulatory Compliance, FinTech, Mental and Behavioral Health, Behavioral Economics, Advertising, Analytics

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    C Programming Projects for Games and System Development

    Skills you'll gain: Data Persistence, File I/O, C (Programming Language), Game Design, Programming Principles, Debugging, Data Modeling, Computational Thinking, Data Integrity, Program Development, Application Development, Data Maintenance, Computational Logic, Data Validation, Command-Line Interface, Application Design, Animation and Game Design, User Interface (UI), Algorithms, Data Structures

    Beginner · Specialization · 1 - 3 Months

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    University of London

    Geometry and Calculus for Computing

    Skills you'll gain: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Calculate VaR: Market Risk Measurement

    Skills you'll gain: Portfolio Risk, Risk Modeling, Quantitative Research, Risk Analysis, Financial Forecasting, Market Data, Dashboard, Risk Management, Statistical Reporting, Business Risk Management, Data Presentation, Investment Management

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build iOS Apps with Swift UI Components

    Skills you'll gain: Application Lifecycle Management, User Interface (UI) Design, Data Validation, Data Management

    Beginner · Course · 1 - 3 Months

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    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, Data Store, Maintainability, User Interface and User Experience (UI/UX) Design, Software Design, Cloud Storage, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Board Infinity

    Brand Management with AI: Strategy to Execution

    Skills you'll gain: Brand Strategy, Brand Management, Branding, Storytelling, Brand Awareness, Brand Loyalty, Predictive Analytics, Cross-Channel Marketing, Brand Marketing, Dashboard, Data Ethics, Responsible AI, Advanced Analytics, Market Intelligence, Marketing Strategies, Marketing Effectiveness, Marketing Psychology, Advertising Campaigns, Marketing Automation, Marketing

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Learn & Apply C# Programming with .NET Framework

    Skills you'll gain: jQuery, Data Structures, Javascript and jQuery, Programming Principles, Data Management, Microsoft Development Tools

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Microsoft Excel 365: From Zero to Mastery

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Key Performance Indicators (KPIs), Data Integration, Spreadsheet Software, Excel Formulas, Performance Measurement, Excel Macros, Business Intelligence, Data Visualization Software, Data Presentation, Data Visualization, Microsoft Office, Microsoft 365, Productivity Software, Data Entry, File Management, Document Management, Data Management, User Interface (UI)

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Getting started with ImageJ

    Skills you'll gain: Image Analysis, Software Installation, Data Analysis, Analysis, Scientific Methods, User Interface (UI)

    4.4
    Rating, 4.4 out of 5 stars
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    62 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Develop a Java Library Management System with JUnit: EDUCBA
  • Sports Betting: Risks & Ripple Effects Teach-Out: University of Michigan
  • C Programming Projects for Games and System Development: EDUCBA
  • Geometry and Calculus for Computing: University of London
  • Calculate VaR: Market Risk Measurement: Coursera
  • Build iOS Apps with Swift UI Components: EDUCBA
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • Brand Management with AI: Strategy to Execution: Board Infinity
  • Learn & Apply C# Programming with .NET Framework: EDUCBA

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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