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  • Data Mining

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


  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Deep Learning, Matlab, Convolutional Neural Networks, Data Preprocessing, Machine Learning Methods, Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Visualization (Computer Graphics), Geospatial Information and Technology, Traffic Flow Optimization, Medical Imaging, Estimation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    97 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Macquarie University

    Excel for Business with AI: Essentials

    Skills you'll gain: Microsoft Excel, Excel Formulas, Data Visualization, Spreadsheet Software, Interactive Data Visualization, Productivity Software, Microsoft 365, Data Management, Dashboard, Microsoft Copilot, Data Sharing, Generative AI, Cloud Storage

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    I

    Illinois Tech

    Digital Marketing

    Skills you'll gain: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing, Keyword Research, Advertising Campaigns

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    59 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات

    Skills you'll gain: Deep Learning, Tensorflow, Data Preprocessing, Model Evaluation, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning Algorithms, Machine Learning, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Análisis Exploratorio de Datos con Python

    Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Content Marketing Using Generative AI

    Skills you'll gain: Large Language Modeling, Customer Insights, Digital Advertising, Keyword Research, Search Engine Marketing, AI Personalization, Content Marketing, Marketing Strategies, Google Ads, Digital Marketing, Generative AI, Marketing Analytics, Customer experience strategy (CX), Consumer Behaviour

    4
    Rating, 4 out of 5 stars
    ·
    70 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Performance Testing with JMeter for absolute beginners

    Skills you'll gain: Performance Testing, Test Tools, API Testing, Test Execution Engine, Test Data

    4.6
    Rating, 4.6 out of 5 stars
    ·
    82 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Generative AI, Model Evaluation, Large Language Modeling, Transfer Learning, Performance Tuning, Development Environment, Natural Language Processing, Jupyter

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative AI in Education

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Education Software and Technology, Digital pedagogy, Responsible AI, Artificial Intelligence, Data Ethics, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    91 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Machine Learning Methods, Network Architecture, Artificial Intelligence, Network Model, Machine Learning, Classification Algorithms, Data Processing

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Microsoft

    Developing with GitHub Copilot and VS Code

    Skills you'll gain: Integrated Development Environments, Microsoft Visual Studio, AI Enablement, Test Driven Development (TDD), Software Development Tools, GitHub, Debugging, HTML and CSS, User Interface (UI), Cascading Style Sheets (CSS), Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Exploring C

    Skills you'll gain: C (Programming Language), Python Programming, Programming Principles, System Programming, Computer Programming, Unix, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    88 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Computer Vision for Engineering and Science: MathWorks
  • Excel for Business with AI: Essentials: Macquarie University
  • Digital Marketing: Illinois Tech
  • تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات : DeepLearning.AI
  • Análisis Exploratorio de Datos con Python: Coursera
  • Content Marketing Using Generative AI : University of Virginia Darden School Foundation
  • Performance Testing with JMeter for absolute beginners: Coursera
  • Fine-tuning Text Models with PEFT: Coursera
  • Generative AI in Education: University of Glasgow
  • Foundations of Deep Learning and Neural Networks: Packt

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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