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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


  • E

    EDUCBA

    Analyze & Build Dashboards Using Excel Pivot Tables

    Skills you'll gain: Data Visualization, Dashboard Creation, Spreadsheet Software, Performance Reporting, Business Intelligence, Business Analytics, Business Reporting, Data Preprocessing

    5 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI CERTs

    Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Generative AI Agents, AI Workflows, AI powered creativity, Vibe coding, Data Ethics, Artificial Intelligence, AI Personalization, Ideation, Code Review, Automation, Productivity, Problem Solving, Debugging, Computer Programming Tools

    2.4 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 2.4 (9) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Meta

    The Full Stack

    Skills you'll gain: Full-Stack Web Development, Front-End Web Development, Django (Web Framework), Web Design and Development, Scalability, HTML and CSS, Cloud Hosting, Responsive Web Design, Web Development, Web Applications, Cloud Deployment, Back-End Web Development, MySQL, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Cloud Computing, Application Programming Interface (API), Restful API, Virtual Environment, Javascript

    4.6 stars, 239 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (239) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    t-Tests of Hypotheses About Means

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Statistical Reporting, Quantitative Research, Statistical Analysis, Probability & Statistics, Sampling (Statistics), Statistical Inference, Descriptive Statistics, Statistics, Probability Distribution, Data Analysis, Regression Analysis, Research Design, Research, Psychology

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    R을 사용한 확률 및 데이터 소개

    Skills you'll gain: Exploratory Data Analysis, Sampling (Statistics), Probability Distribution, R (Software), R Programming, Probability & Statistics, Statistical Programming, Bayesian Statistics, Data Collection, Data Analysis, Probability, Statistical Software, Statistics, Statistical Analysis, Data Analysis Software, Statistical Methods, Data Science, Descriptive Statistics, Statistical Inference

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Development Environment, Project Performance, AI Workflows, Project Implementation

    4.7 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Automate, Analyze, and Database Administration

    Skills you'll gain: Database Architecture and Administration, Data Maintenance, Operational Databases, Relational Databases, Capacity Planning, Database Management, Capacity Management, Data Integrity, Disaster Recovery, Data Validation, Performance Tuning, Problem Management, Demand Planning, Data Access, Forecasting, Resource Planning, Performance Analysis, Time Series Analysis and Forecasting

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Oracle Database Foundations

    Skills you'll gain: Oracle Databases, Database Design, Database Theory, Database Management Systems, Database Systems, Relational Databases, Databases, Database Architecture and Administration, Database Management, Data Storage, Transaction Processing, Data Modeling, Diagram Design, Data Integrity

    4.6 stars, 482 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (482) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Compensation: Smarter Pay Equity Analysis

    Skills you'll gain: Responsible AI, Google Gemini, HR Tech, Compensation and Benefits, Anthropic Claude, Human Resources, Human Resource Strategy, Forecasting, Governance, Mitigation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Model Optimization, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Machine Learning Methods, Classification Algorithms, Model Training, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Statistical Machine Learning, Data Validation, Machine Learning, Project Management

    4.6 stars, 1.1K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (1.1K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Toronto

    App Design and Development for iOS

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Mobile Development, Application Design, Application Development, User Interface (UI), UI Components, Human Computer Interaction, Interactive Design, Interaction Design, Graphical Tools, Graphic and Visual Design, Data Persistence, Animations, Computer Graphics, Persistence, Network Model

    4.1 stars, 269 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.1 (269) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Codio

    Programming in Java: A Hands-on Introduction

    Skills you'll gain: Apache Maven, File I/O, Build Tools, Data Import/Export, Object Oriented Programming (OOP), JSON, Java Programming, Debugging, Object Oriented Design, JUnit, Code Reusability, Software Documentation, Programming Principles, Data Structures, File Systems, Computer Programming, Web Services, File Management, Java, Computer Science

    4.5 stars, 197 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (197) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Analyze & Build Dashboards Using Excel Pivot Tables: EDUCBA
  • Prompt Engineering Mastery: AI CERTs
  • The Full Stack: Meta
  • t-Tests of Hypotheses About Means: American Psychological Association
  • R을 사용한 확률 및 데이터 소개: Duke University
  • Master CNNs with Python: Build, Train & Evaluate Models: EDUCBA
  • Automate, Analyze, and Database Administration: Coursera
  • Oracle Database Foundations: LearnQuest
  • GenAI for Compensation: Smarter Pay Equity Analysis: Coursera
  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute

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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