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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.


More to explore:

Popular Data Mining Courses and Certifications


  • J

    Johns Hopkins University

    GPU Programming

    Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Deep Learning, C and C++, Performance Tuning, Convolutional Neural Networks, Data-oriented programming, Distributed Computing, Linear Algebra, Computer Graphics, Hardware Architecture, Mathematical Software, Numerical Analysis, Programming Principles, Computer Architecture, System Programming, Program Development, Machine Learning

    Build toward a degree

    2.8
    Rating, 2.8 out of 5 stars
    ·
    191 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Basic System Programming on IBM Z

    Skills you'll gain: Job Control Language (JCL), z/OS, Unix, IBM DB2, Mainframe Computing, Operating System Administration, System Programming, Operating Systems, Unix Commands, Data Management, File Systems, Data Storage, File Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    374 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Health Informatics Capstone & Innovation Project

    Skills you'll gain: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Intro to NumPy

    Skills you'll gain: NumPy, Scientific Visualization, Data Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Mathematical Software, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • R

    Rutgers the State University of New Jersey

    New Technologies for Business Leaders

    Skills you'll gain: Digital Transformation, Customer Engagement, Business Technologies, Augmented and Virtual Reality (AR/VR), Customer experience strategy (CX), Business Marketing, Cross-Functional Collaboration, Internet Of Things, Emerging Technologies, Business Ethics, Customer Retention, Business Relationship Management, FinTech, Blockchain, Innovation, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    451 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Collaborative Robotics in Industry

    Skills you'll gain: Robotics, Programmable Logic Controllers, Electrical Systems, Automation Engineering, Hydraulics, Control Systems, Automation, Simulation and Simulation Software, Internet Of Things, Manufacturing Processes, Mechanical Engineering, Real Time Data, Human Machine Interfaces, Industrial Engineering, Hardware Troubleshooting, Image Analysis, Matlab, Equipment Design, Computer Vision, Embedded Software

    4.5
    Rating, 4.5 out of 5 stars
    ·
    163 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Technology Consultants

    Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Business Consulting, Generative AI, Prompt Engineering Tools, AI Enablement, Business Reporting, Research Reports, Client Services, Business Process Automation, Data Analysis, Business Ethics, Innovation

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Tools for Modern Software Engineering

    Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, AI Workflows, Generative AI, Software Engineering, Software Technical Review, Application Security, Software Development, DevSecOps, Secure Coding, Prompt Engineering, Software Quality (SQA/SQC), AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Privacy and Standardisation

    Skills you'll gain: Technical Standard, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Case Law, Medical Privacy, Court Systems, Telecommunications, Law, Regulation, and Compliance, Legal Research, Data Ethics, IT Security Architecture, Technology Roadmaps, European History, International Relations, Interoperability, Data Governance, Cybersecurity, Data Security, Emerging Technologies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    384 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Data Storage, Database Architecture and Administration, Virtual Machines, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications, Cyber Governance, System Monitoring, Network Security, Authentications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    150 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • GPU Programming: Johns Hopkins University
  • Basic System Programming on IBM Z: IBM
  • Health Informatics Capstone & Innovation Project: Illinois Tech
  • Intro to NumPy: Packt
  • Predicting Extreme Climate Behavior with Machine Learning : University of Colorado Boulder
  • New Technologies for Business Leaders: Rutgers the State University of New Jersey
  • Collaborative Robotics in Industry: L&T EduTech
  • GenAI for Technology Consultants: Coursera
  • Generative AI Tools for Modern Software Engineering: Edureka
  • Privacy and Standardisation: 28DIGITAL

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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