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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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    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Data Preprocessing, Training Records Management, Machine Learning Methods, Data Collection, AI Enablement, Business Process, Business Requirements

    Intermediate · Course · 1 - 4 Weeks

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    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado System

    C++ Programming for Unreal Game Development

    Skills you'll gain: Unreal Engine, Object Oriented Programming (OOP), File I/O, C++ (Programming Language), Object Oriented Design, Debugging, Computer Programming, Event-Driven Programming, Video Game Development, Unity Engine, Data Structures, C# (Programming Language), Data Storage, 3D Assets, Development Environment, Game Design, Software Documentation, Software Design Patterns, User Interface (UI), Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
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    212 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of California San Diego

    Internet of Things: Multimedia Technologies

    Skills you'll gain: Mobile Development, Visualization (Computer Graphics), Application Development, Python Programming, Internet Of Things, Image Quality, Digital Signal Processing, Embedded Software, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
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    307 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Crafting AI Identities: Strategies & Ethical Considerations

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, Diversity and Inclusion, User Experience Design, Usability, Artificial Intelligence, Accountability, Ethical Standards And Conduct, User Centered Design, Empathy & Emotional Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    MedCerts

    Medical Administrative Assistants and Office Procedures

    Skills you'll gain: Medical Privacy, Medical Office Procedures, Medical Records, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management and Medical Records, Electronic Medical Record, Patient Registration, Medical History Documentation, Records Management, Information Privacy, Patient Communication

    4.8
    Rating, 4.8 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, OpenAI, Large Language Modeling, ChatGPT, Vision Transformer (ViT), Prompt Engineering, Artificial Intelligence, Artificial Neural Networks, Transfer Learning, Deep Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    290 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Codio

    Intro to Operating Systems 3: Concurrency

    Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, C (Programming Language), Data Structures, Debugging

    4.4
    Rating, 4.4 out of 5 stars
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    35 reviews

    Advanced · Course · 1 - 4 Weeks

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    Technical University of Denmark (DTU)

    Introduction to advanced tomography

    Skills you'll gain: Medical Imaging, Jupyter, 3D Modeling, Image Analysis, Mathematical Modeling, Numerical Analysis, Scientific Visualization, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    66 reviews

    Mixed · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 2

    Skills you'll gain: Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Color Theory, Database Management

    4.3
    Rating, 4.3 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado System

    Grant Writing for Health Researchers

    Skills you'll gain: Concision, Grant Writing, Sample Size Determination, Grant Applications, Proposal Writing, Biostatistics, Writing, Clinical Research Ethics, Editing, Statistical Analysis, Healthcare Ethics, Persuasive Communication, Data Analysis, Clinical Research, Statistical Methods, Medical Science and Research, Research Design, Planning, Science and Research, Growth Mindedness

    4.9
    Rating, 4.9 out of 5 stars
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    54 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute
  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • C++ Programming for Unreal Game Development: University of Colorado System
  • Internet of Things: Multimedia Technologies: University of California San Diego
  • Crafting AI Identities: Strategies & Ethical Considerations: Coursera
  • Medical Administrative Assistants and Office Procedures: MedCerts
  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • Portfolio Diversification using Correlation Matrix: Coursera
  • Intro to Operating Systems 3: Concurrency: Codio
  • Introduction to advanced tomography: Technical University of Denmark (DTU)

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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