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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


  • V

    Vanderbilt University

    Generative AI for Kids, Parents, and Teachers

    Skills you'll gain: Prompt Engineering, AI powered creativity, Multimodal Prompts, Anthropic Claude, ChatGPT, Generative AI, AI literacy, Creative Thinking, Brainstorming, Creativity, Game Design, Creative Problem-Solving, Critical Thinking, Problem Solving

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    Universidad de Palermo

    Artificial Intelligence (AI): Interactions and Prompts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, AI literacy, LLM Application, Large Language Modeling, Artificial Intelligence, Responsible AI

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Chart HR Trends

    Skills you'll gain: Data Visualization, Data Storytelling, Interactive Data Visualization, People Analytics, Microsoft Excel, Prompt Engineering, Oral Expression, Trend Analysis, AI Workflows, Descriptive Analytics, Persuasive Communication, Stakeholder Communications, AI Integrations, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Building Statistical Models in R: Linear Regression

    Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, Statistical Software, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2, Statistical Programming

    ★ 4.7 (20) · Beginner · Guided Project · Less Than 2 Hours

    Category: Credit offered
    Credit offered
  • P

    Packt

    Cybersecurity Fundamentals – ISC2 Certification Prep

    Skills you'll gain: Security Controls, Incident Response, Business Continuity Planning, Authentications, Computer Security Incident Management, Cybersecurity, Cyber Attacks, Cyber Risk, Security Management, Threat Management, Threat Detection, General Networking, Risk Management Framework, Network Security, Disaster Recovery, Computer Networking, Cyber Security Assessment, Cyber Security Policies, Data Security, Information Assurance

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Build Testable Python Packages for AI

    Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Code Reusability, Testability, Software Design, Python Programming, AI Workflows, Test Script Development, Test Case, Test Tools

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Packt

    Bubble No-Code MasterClass: Trading Bot Building Project

    Skills you'll gain: No-Code Development, Responsive Web Design, Technical Analysis, User Accounts, Frontend Integration, Workflow Management, Market Data, Data Visualization, UI Components, Financial Trading, Regression Analysis, Application Development, Business Process Automation, Trend Analysis, Product Automation, Interactive Design, Web Design, Predictive Modeling, Automation, UI/UX Strategy

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Interpretable Machine Learning Applications: Part 4

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Model Training, Data Processing, Analysis, Machine Learning, Classification Algorithms, Machine Learning Methods, Random Forest Algorithm, Statistical Visualization, Software Visualization

    ★ 4.7 (22) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Credit offered
    Credit offered
  • K

    Kennesaw State University

    Six Sigma Green Belt

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Team Performance Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Management Training And Development, Quality Control, Probability & Statistics, Probability Distribution, Process Improvement and Optimization, Statistical Methods, Process Analysis

    ★ 4.7 (4.8K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Build & Validate Integrated Financial Models

    Skills you'll gain: Financial Modeling, Financial Statements, Financial Statement Analysis, Excel Formulas, Financial Forecasting, Financial Accounting, Financial Reporting, Balance Sheet, Microsoft Excel, Performance Stress Testing, Financial Auditing, Income Statement, Financial Data, Data Validation, Financial Analysis, Spreadsheet Software, Cash Flows, Verification And Validation, Root Cause Analysis, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • D

    Duke University

    Oil & Gas Industry Operations and Markets

    Skills you'll gain: Petroleum Industry, Oil and Gas, Market Dynamics, Energy and Utilities, Operating Cost, Transportation Operations, Operations, Transportation, Supply Chain, and Logistics, Production Process, Manufacturing and Production, Market Data, Market Trend, Cost Estimation, Market Analysis, Natural Resource Management, Resource Utilization, Prospecting and Qualification

    ★ 4.8 (6.6K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Present Financial Models: Storyboard to Success

    Skills you'll gain: Data Presentation, Data Visualization, Data Storytelling, Financial Modeling, Presentations, Data-Driven Decision-Making, Storytelling, Business Communication, Persuasive Communication

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
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In summary, here are 10 of our most popular data mining courses

  • Generative AI for Kids, Parents, and Teachers: Vanderbilt University
  • Artificial Intelligence (AI): Interactions and Prompts: Universidad de Palermo
  • Chart HR Trends: Coursera
  • Building Statistical Models in R: Linear Regression: Coursera
  • Cybersecurity Fundamentals – ISC2 Certification Prep: Packt
  • Build Testable Python Packages for AI: Coursera
  • Bubble No-Code MasterClass: Trading Bot Building Project: Packt
  • Interpretable Machine Learning Applications: Part 4: Coursera
  • Six Sigma Green Belt: Kennesaw State University
  • Build & Validate Integrated Financial Models: 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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