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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


  • P

    Packt

    Complete Modern C++ (C++11/14/17)

    Skills you'll gain: C and C++, C++ (Programming Language), Object Oriented Programming (OOP), File I/O, Computer Programming, Microsoft Visual Studio, System Programming, Apple Xcode, Development Environment, Algorithms, File Systems, Software Design Patterns, Data Structures, Performance Tuning, Debugging, File Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    27 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    MapReduce with Hadoop: Analyze, Design & Deploy

    Skills you'll gain: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File Systems

    Mixed · Course · 1 - 3 Months

  • U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Machine Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Data Preprocessing, Statistical Methods, Python Programming, Linear Algebra, Algorithms

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Python Basics: Create a Guessing Number Game from Scratch

    Skills you'll gain: Game Design, Programming Principles, Python Programming, Scripting, Computer Programming, Scripting Languages, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    125 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    IT Fundamentals and Hardware Essentials

    Skills you'll gain: Hardware Troubleshooting, Computer Hardware, Computer Architecture, Desktop Support, Data Storage Technologies, System Configuration, USB, Peripheral Devices, System Support

    4.5
    Rating, 4.5 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Indian School of Business

    Design your own trading strategy – Culminating Project

    Skills you'll gain: Peer Review, Data Collection, Financial Trading, Project Design, Portfolio Management, Securities Trading, Business Planning, Market Analysis, Technical Analysis, Model Evaluation, Investment Management, Financial Analysis, Performance Analysis, Statistical Hypothesis Testing, Equities

    4.4
    Rating, 4.4 out of 5 stars
    ·
    106 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    Infosec

    Certified Information Systems Security Professional (CISSP)

    Skills you'll gain: Identity and Access Management, IT Security Architecture, Security Testing, Single Sign-On (SSO), Data Security, Contingency Planning, User Provisioning, Cryptography, Network Security, Application Security, Information Systems Security, Cryptographic Protocols, Asset Protection, Cloud Security, Computer Security Incident Management, Digital Assets, Public Key Cryptography Standards (PKCS), Incident Response, Risk Management Framework, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Advanced · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Apply Generative AI for Effective Recruiting & Hiring

    Skills you'll gain: AI Enablement, HR Tech, Artificial Intelligence, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting started with Azure IOT Hub

    Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines

    4.5
    Rating, 4.5 out of 5 stars
    ·
    86 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • A

    American Psychological Association

    Measures of Correlation and Contingency

    Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Quantitative Research, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Designing & Deploying Scalable Power BI Solutions

    Skills you'll gain: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Build Multimodal Generative AI Applications

    Skills you'll gain: Multimodal Prompts, LLM Application, Generative Model Architectures, OpenAI API, Application Development, Prompt Engineering, Web Applications, Flask (Web Framework), Web Development, Software Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Complete Modern C++ (C++11/14/17): Packt
  • MapReduce with Hadoop: Analyze, Design & Deploy: EDUCBA
  • 머신 러닝: 회귀 모델: University of Washington
  • Python Basics: Create a Guessing Number Game from Scratch: Coursera
  • IT Fundamentals and Hardware Essentials: Packt
  • Design your own trading strategy – Culminating Project: Indian School of Business
  • Certified Information Systems Security Professional (CISSP): Infosec
  • Apply Generative AI for Effective Recruiting & Hiring: EDUCBA
  • Getting started with Azure IOT Hub: Coursera
  • Measures of Correlation and Contingency: American Psychological Association

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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