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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


  • G

    Google Cloud

    Building No-Code Apps with AppSheet: Foundations

    Skills you'll gain: No-Code Development, Application Deployment, Application Development, User Interface and User Experience (UI/UX) Design, Data Integration, Cloud Applications, User Interface (UI), Spreadsheet Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    182 reviews

    Beginner · Course · 1 - 3 Months

  • V

    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, AI Orchestration, LLM Application, OpenAI API, Java Programming, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, Large Language Modeling, Document Management, Secure Coding, Business Logic, Open Web Application Security Project (OWASP), Middleware, Plan Execution, Software Design Patterns, Persona Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Machine Learning with Python & Statistics

    Skills you'll gain: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, Large Language Modeling, Model Evaluation, Generative AI, Data Ethics, Google Cloud Platform, Quality Assessment, Image Quality, Human Factors, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Usable Security

    Skills you'll gain: Usability, Human Computer Interaction, Authentications, Security Engineering, Usability Testing, Interaction Design, Human Factors, Information Privacy, Cybersecurity, Personally Identifiable Information, User Interface (UI) Design, Multi-Factor Authentication, User Centered Design, Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.3K reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Toronto

    Motion Planning for Self-Driving Cars

    Skills you'll gain: Traffic Flow Optimization, Machine Controls, Automation, Robotics, Graph Theory, Algorithms, Computer Vision, Mathematical Modeling, Data Mapping, Predictive Modeling, Data Structures, Spatial Data Analysis, Control Systems, Estimation, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    486 reviews

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    SPSS: Apply & Interpret Logistic Regression Models

    Skills you'll gain: Logistic Regression, Model Evaluation

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Protocols (MCP, A2A, ACP)

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    تحليل البيانات الاستكشافية

    Skills you'll gain: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Spatial Data Analysis, Dimensionality Reduction, Graphical Tools, Color Theory, Analytics

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Pneumonia Classification using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Automatic Data Processing, Inc. (ADP)

    Exploring the Field of U.S. Payroll

    Skills you'll gain: Payroll, Payroll Administration, Payroll Systems, Payroll Tax, Payroll Processing, Payroll Reporting, Non-Profit Accounting, Specialized Accounting, Record Keeping, Accounting, Tax Compliance, Tax Laws, Law, Regulation, and Compliance, Organizational Structure, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    93 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    MongoDB Tutorial for Beginners (2024)

    Skills you'll gain: MySQL, SQL, Databases, Relational Databases, Performance Tuning, Software Installation, Data Management, System Configuration

    Beginner · Course · 1 - 3 Months

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

  • Building No-Code Apps with AppSheet: Foundations: Google Cloud
  • AI Agent Architecture in Java with Generative AI: Vanderbilt University
  • Machine Learning with Python & Statistics: EDUCBA
  • Evaluating Large Language Model Outputs: A Practical Guide: Coursera
  • Usable Security: University of Maryland, College Park
  • Motion Planning for Self-Driving Cars: University of Toronto
  • SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
  • Agentic AI Protocols (MCP, A2A, ACP): Coursera
  • تحليل البيانات الاستكشافية: Johns Hopkins University
  • Pneumonia Classification using PyTorch : Coursera

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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