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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


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    EDUCBA

    Build a C++ Employee Payroll Project from Scratch

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Application Development, Object Oriented Design, Application Design, Program Development, Business Logic, User Interface (UI), Data Entry, Verification And Validation, Command-Line Interface, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Safety & Community Implications of AI in Agriculture

    Skills you'll gain: Data Ethics, Automation, Occupational Safety and Health Administration (OSHA), Sustainability Standards, Safety Standards, Risk Management Framework, Emerging Technologies, Artificial Intelligence, Forecasting, Robotics, Socioeconomics, Law, Regulation, and Compliance

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    XML Practical - XSLT Files and Execution

    Skills you'll gain: Extensible Markup Language (XML), Data Import/Export, Data Mapping, Document Management, Web Content Accessibility Guidelines

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    Rating, 4.6 out of 5 stars
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    Mixed · Course · 1 - 3 Months

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    Packt

    DevOps to MLOps Bootcamp– Build & Deploy ML Systems

    Skills you'll gain: Model Deployment, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Eindhoven University of Technology

    Lightcap 2: Basics of light and its effects on humans

    Skills you'll gain: Systems Of Measurement, Human Factors, Psychology, Human Learning, Physiology, Mental Health, Neurology, Physics, Biology, Scientific Visualization, Experimentation, Research Methodologies

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Create Sales Charts in C++ Using Graphics Programming

    Skills you'll gain: Data Visualization Software, Graphing, Data Presentation, Histogram, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Connect to Cloud SQL from an Application in Kubernetes Engine

    Skills you'll gain: Kubernetes, Database Application, Google Cloud Platform, Cloud Applications, PostgreSQL, Containerization, Data Access, User Accounts, Proxy Servers, Cloud Computing

    Intermediate · Project · Less Than 2 Hours

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    Fudan University

    网络游戏设计与开发毕业项目

    Skills you'll gain: Unity Engine, Mobile Development, Video Game Development, Cloud Deployment, Android (Operating System), Animation and Game Design, Data Analysis Software, User Accounts, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build a Guessing Game in C# on Linux

    Skills you'll gain: C# (Programming Language), Microsoft Visual Studio, .NET Framework, Open Source Technology, Linux, Application Development, Cross Platform Development, Program Development

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Advanced SPFx & Power Platform: SharePoint Mastery

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Microsoft 365, Data Integration, Digital Transformation, React.js, Frontend Performance, Business Process Automation, Web Development Tools, Automation, Process Optimization, Application Programming Interface (API), Data Transformation, Integration Testing, UI Components, Development Testing, Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Java SE 17 Developer (1Z0-829): Unit 3

    Skills you'll gain: Java Programming, Object Oriented Design, Software Design, Records Management, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Google Gemini, Responsible AI, Retrieval-Augmented Generation, Generative AI Agents, Generative AI, Google Cloud Platform, Google Workspace, Gemini, AI Enablement, AI Product Strategy, AI Workflows, AI Security, Large Language Modeling, Productivity Software, Cloud Infrastructure, Artificial Intelligence, Data Quality, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

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

  • Build a C++ Employee Payroll Project from Scratch: EDUCBA
  • Safety & Community Implications of AI in Agriculture: University of Illinois Urbana-Champaign
  • XML Practical - XSLT Files and Execution: EDUCBA
  • DevOps to MLOps Bootcamp– Build & Deploy ML Systems: Packt
  • Lightcap 2: Basics of light and its effects on humans: Eindhoven University of Technology
  • Create Sales Charts in C++ Using Graphics Programming: EDUCBA
  • Connect to Cloud SQL from an Application in Kubernetes Engine: Google Cloud
  • 网络游戏设计与开发毕业项目: Fudan University
  • Build a Guessing Game in C# on Linux: Coursera
  • Advanced SPFx & Power Platform: SharePoint Mastery: 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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