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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


  • I

    Infosec

    Digital Forensics Concepts

    Skills you'll gain: Digital Forensics, Cybersecurity, TCP/IP, Network Protocols, Information Systems Security, General Networking, Record Keeping, Data Integrity, File Management, Ethical Standards And Conduct, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    267 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    74 reviews

    Intermediate · Specialization · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Introducción a la IA y la tecnología en el deporte

    Skills you'll gain: Artificial Intelligence, Data Analysis Software, Analytics, Big Data, Data Analysis, Data Ethics, Deep Learning, Machine Learning, Statistical Analysis, Emerging Technologies, Health Technology, Internet Of Things, Natural Language Processing, Digital Transformation, Technology Solutions, Scikit Learn (Machine Learning Library), Large Language Modeling, Technology Strategies, Performance Appraisal, Agile Project Management

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Bayesian Network, Data Analysis, Python Programming, Probability Distribution

    Advanced · Course · 1 - 4 Weeks

  • U

    University of London

    How Computers Work

    Skills you'll gain: Computer Science, Computer Systems, Web Applications, Computer Literacy, Network Security, Computer Networking, Computational Thinking, Debugging, Web Design and Development, Cybersecurity, Problem Management, Software Architecture, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
    ·
    580 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Introduction to PySpark

    Skills you'll gain: PySpark, Apache Spark, Data Management, Distributed Computing, Apache Hadoop, Data Processing, Data Analysis, Exploratory Data Analysis, Python Programming, Scalability

    3.7
    Rating, 3.7 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Fundamentals of Java Programming

    Skills you'll gain: Eclipse (Software), Java Programming, Object Oriented Programming (OOP), Java, Object Oriented Design, Integrated Development Environments, Development Environment, Computer Programming, Debugging, Virtual Machines, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    634 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    Cybersecurity in Healthcare (Hospitals & Care Centres)

    Skills you'll gain: Email Security, Human Factors (Security), Cyber Security Policies, Cybersecurity, Cyber Attacks, Security Awareness, Cyber Risk, Computer Security Awareness Training, Patient Safety, Malware Protection, Encryption, Health Technology, Data Security, Information Privacy, Digital Communications

    4.6
    Rating, 4.6 out of 5 stars
    ·
    399 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Core 1: Hardware and Network Troubleshooting

    Skills you'll gain: Hardware Troubleshooting, Network Troubleshooting, Network Infrastructure, Computer Hardware, Computer Networking, Technical Support and Services, Network Administration, End User Training and Support, Software-Defined Networking, Technical Support, Networking Hardware, System Configuration, Peripheral Devices, Data Storage, Information Technology, Configuration Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    203 reviews

    Advanced · Course · 1 - 3 Months

  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 2)

    Skills you'll gain: Application Development, Object Oriented Programming (OOP), Interactive Design, User Interface (UI), Animations, Game Design, Python Programming, Computer Programming, Data Structures, Debugging

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Tensorflow, Predictive Modeling, Dimensionality Reduction, Classification Algorithms, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • U

    University of Toronto

    Bioinformatic Methods II

    Skills you'll gain: Bioinformatics, Molecular Biology, Biostatistics, Biotechnology, Informatics, Network Analysis, Data Analysis, Cell Biology, Data Visualization Software, Data Processing, Structural Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    488 reviews

    Beginner · Course · 1 - 3 Months

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

  • Digital Forensics Concepts: Infosec
  • Computer Vision: University of Colorado Boulder
  • Introducción a la IA y la tecnología en el deporte: Real Madrid Graduate School Universidad Europea
  • Network Modeling and Analysis in Python: University of Michigan
  • How Computers Work: University of London
  • Introduction to PySpark: Edureka
  • Fundamentals of Java Programming: Board Infinity
  • Cybersecurity in Healthcare (Hospitals & Care Centres): Erasmus University Rotterdam
  • Core 1: Hardware and Network Troubleshooting: IBM
  • An Introduction to Interactive Programming in Python (Part 2): Rice University

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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