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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


  • É

    École Polytechnique Fédérale de Lausanne

    Éléments de Géomatique

    Skills you'll gain: Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Spatial Data Analysis, Civil and Architectural Engineering, Global Positioning Systems, Spatial Analysis, Engineering, Scientific, and Technical Instruments, Visualization (Computer Graphics), Computer Graphics, Engineering Calculations, Survey Creation, Trigonometry, Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    144 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Analysis of Organizations

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Income Statement, Balance Sheet, Financial Analysis, Revenue Forecasting, Profit and Loss (P&L) Management, Financial Data, Cash Flows, Accounting, Business Valuation, Capital Expenditure, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    California Institute of the Arts

    World Design for Video Games

    Skills you'll gain: Game Design, Conceptual Design, Animation and Game Design, Virtual Environment, Storytelling, Visualization (Computer Graphics), Design Strategies, Aesthetics, Design Research, Creativity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    821 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Institut Mines-Télécom

    5G Network Fundamentals

    Skills you'll gain: Wireless Networks, Network Architecture, Network Planning And Design, Virtual Networking, Network Security, Emerging Technologies, Communication Systems, Cloud Services, Network Protocols, Telecommunications, Interoperability, Authentications, Encryption, Authorization (Computing)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    115 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Erasmus University Rotterdam

    Excel Modeling for Professionals: Best Practices & Pitfalls

    Skills you'll gain: Microsoft Excel, Excel Formulas, Data Modeling, Verification And Validation, Financial Modeling, Business Modeling, Spreadsheet Software, Technical Documentation, Product Testing, Data Validation, Data Integrity, Data Management, Organizational Skills

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Banco Interamericano de Desarrollo

    Gestiona un proyecto de datos en tu organización​

    Skills you'll gain: Data Strategy, Data Management, Agile Project Management, Data Infrastructure, Data Governance, Data Literacy, Project Management, Risk Management, Data-Driven Decision-Making, Project Management Life Cycle, Resource Management, Project Design, Project Implementation, Culture Transformation, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    The AI Ladder: A Framework for Deploying AI in your Enterprise

    Skills you'll gain: AI Enablement, AI Product Strategy, Information Architecture, Strategic Decision-Making, Enterprise Architecture, Data Analysis, Business Strategy, Business Process Automation, Data Architecture, Artificial Intelligence, Data Collection, Data Integration, Business Technologies, Analytics, Leadership, Innovation, Machine Learning, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    421 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Architecting with Google Compute Engine en Español

    Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Kubernetes, Application Deployment, Load Balancing, Cloud Applications, Cloud Management, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Computing Architecture, CI/CD, Cloud Storage, Cloud-Native Computing, Data Storage, Cloud Security, Microservices, Service Level Agreement, Platform As A Service (PaaS), Containerization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation

    Intermediate · Specialization · 3 - 6 Months

  • E

    Edureka

    Power BI Connectivity, AI Integration & Reporting

    Skills you'll gain: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    LLM Engineer’s Handbook

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Hugging Face, MLOps (Machine Learning Operations), OpenAI, Prompt Engineering, Model Deployment, AWS SageMaker, Extract, Transform, Load, Embeddings, Data Pipelines, CI/CD, Vector Databases, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning

    3.2
    Rating, 3.2 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Éléments de Géomatique: École Polytechnique Fédérale de Lausanne
  • Financial Analysis of Organizations: University of Illinois Urbana-Champaign
  • World Design for Video Games: California Institute of the Arts
  • 5G Network Fundamentals: Institut Mines-Télécom
  • Excel Modeling for Professionals: Best Practices & Pitfalls: Erasmus University Rotterdam
  • Gestiona un proyecto de datos en tu organización​: Banco Interamericano de Desarrollo
  • The AI Ladder: A Framework for Deploying AI in your Enterprise: IBM
  • Architecting with Google Compute Engine en Español: Google Cloud
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Power BI Connectivity, AI Integration & Reporting: Edureka

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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