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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

    Product Analytics Essentials for Product Managers

    Skills you'll gain: Product Management, A/B Testing, Analytics, Value Propositions, User Experience, Data Analysis, Performance Metric, Customer Insights, Data-Driven Decision-Making, Business Metrics, Target Audience, Customer Retention, Customer Engagement

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    HTML5 - Minutes to Mastery

    Skills you'll gain: Hypertext Markup Language (HTML), Interactive Design

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    SwiftIO Micro - Using Swift Code with Electronics & IoT Tech

    Skills you'll gain: Electronic Components, Swift Programming, Basic Electrical Systems, Internet Of Things, Apple iOS, Electronics, PIC Microcontrollers, Embedded Software, Test Equipment, Mobile Development, Hardware Troubleshooting, Programming Principles, Electrical Engineering, Embedded Systems, Hardware Design, Wireless Networks, Application Development, Interactive Design, Prototyping, Debugging

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Analyze Markets: Strategy with SWOT

    Skills you'll gain: Competitive Analysis, Market Analysis, Competitive Intelligence, Market Research, Strategic Marketing, Go To Market Strategy, Case Studies, Market Intelligence, Marketing, Marketing Strategy and Techniques, Business Strategy, Analysis, Product Marketing, Promotional Strategies

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep Learning with PyTorch : Generative Adversarial Network

    Skills you'll gain: Generative Adversarial Networks (GANs), PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    99 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Build and Test Java Applications Using TestNG

    Skills you'll gain: Java, Data Validation, Object Oriented Programming (OOP), Test Automation, Application Development, Software Testing, Test Case, Data Modeling, User Interface (UI), Business Logic, Maintainability, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: Job Ready
    Job Ready
    N

    Northeastern University

    Master of Science in Engineering Management

    Skills you'll gain: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Unsupervised Learning, Data Governance, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics, Cash Flows

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Programming Principles, Data Import/Export, Microsoft Excel, Problem Solving, Computer Programming, Spreadsheet Software, Simulations, Code Review, Algorithms, UI Components, Debugging, Data Management, User Interface (UI), File I/O, Data Cleansing, Automation, Data Validation

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

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Español

    Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Applied Machine Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Data Cleansing, Supervised Learning, Data Preprocessing, Data Strategy, Artificial Neural Networks, Model Evaluation, Logistic Regression, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    448 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Build a Real-Time Chat App with Node.js

    Skills you'll gain: Event-Driven Programming, Server Side, Front-End Web Development, Computer Networking

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Fundamentos TIC para negocios: Ciberseguridad

    Skills you'll gain: Quality Management, Digital Content, Digital Advertising, Information Technology, Security Awareness, Safety and Security, Information Privacy, Cybersecurity, Cyber Attacks, Data Security, Business Technologies, Information Systems, E-Commerce, Global Marketing, Digital Transformation, Business Process, Business Strategy, Intellectual Property

    Beginner · Course · 1 - 3 Months

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

  • Product Analytics Essentials for Product Managers: Packt
  • HTML5 - Minutes to Mastery: Packt
  • SwiftIO Micro - Using Swift Code with Electronics & IoT Tech: Packt
  • Analyze Markets: Strategy with SWOT: Coursera
  • Deep Learning with PyTorch : Generative Adversarial Network: Coursera
  • Build and Test Java Applications Using TestNG: EDUCBA
  • Master of Science in Engineering Management: Northeastern University
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Machine Learning Foundations: Packt
  • Machine Learning with TensorFlow on Google Cloud en Español: Google Cloud

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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