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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


  • I

    Infosec

    Writing Secure Code for Android

    Skills you'll gain: Authentications, Cryptography, Secure Coding, Kotlin, Android (Operating System), OAuth, Encryption, Mobile Security, Android Development, Key Management, Exploit development, Application Security, Android Studio, Data Security, Open Web Application Security Project (OWASP), Authorization (Computing), Mobile Development, Security Engineering, Security Controls, Application Development

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Strategic Sourcing and Prioritization

    Skills you'll gain: Strategic Sourcing, Procurement, Supplier Management, Request for Proposal, Prioritization, Risk Mitigation, Supplier Relationship Management, Risk Analysis, Generative AI Agents, Market Intelligence, Market Research, Data-Driven Decision-Making, Cost Benefit Analysis, Environmental Social And Corporate Governance (ESG), Analysis, Financial Modeling

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Capital Adequacy, Stress Scenarios, and Financial Resilience

    Skills you'll gain: Risk Modeling, Portfolio Risk, Risk Management, Bank Regulations, Operational Risk, Risk Analysis, Business Continuity, Business Risk Management, Financial Analysis, Financial Systems

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze Markets Using Technical Analysis & Chart Patterns

    Skills you'll gain: Market Data, Data Validation, Consolidation, Risk Management

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Craft Dashboards & Summaries

    Skills you'll gain: Descriptive Statistics, Dashboard, Histogram, Data Presentation, Data Storytelling, Exploratory Data Analysis, Tableau Software, Data Visualization, Interactive Data Visualization, Data-Driven Decision-Making, Analytics, Business Analysis, Strategic Decision-Making, Data Quality, Performance Analysis, Stakeholder Analysis, Business Metrics, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Bioinformatics

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Data Analysis, Markov Model, Network Analysis, Biochemistry, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Statistical Analysis, Biology, Algorithms, Data Preprocessing, Machine Learning, Data Analysis Software, Data Mapping, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Threat Modeling, Security Engineering, Security Testing, Hardening, Security Controls, Security Strategy, Penetration Testing, Data Validation, Model Evaluation, Information Privacy, Generative Adversarial Networks (GANs), Analysis, Design

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Testing and Refining LLM Applications

    Skills you'll gain: MLOps (Machine Learning Operations), LLM Application, AI Security, Test Automation, Test Driven Development (TDD), Code Coverage, Unit Testing, CI/CD, Continuous Integration, Testability, Large Language Modeling, Model Deployment, Responsible AI, Maintainability, AI Workflows, Scripting, Software Engineering, Python Programming, Statistical Analysis, SQL

    Intermediate · Course · 1 - 3 Months

  • A

    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Statistical Analysis, Statistical Methods, Variance Analysis, Data Analysis, Sample Size Determination, Statistical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze and Highlight Cost Variances Effectively

    Skills you'll gain: Variance Analysis, Cost Control, Cost Accounting, Budget Management, Cost Management, Statistical Analysis, Data Analysis, Data-Driven Decision-Making, Stakeholder Communications, Communication, Strategic Communication

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Generalized Linear Models and Nonparametric Regression

    Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master SAS Macros for Dynamic and Automated Programming

    Skills you'll gain: SAS (Software), Scripting, Debugging, Computational Logic, Statistical Programming, Automation, Data Processing, Data Manipulation, Maintainability

    Beginner · Course · 1 - 4 Weeks

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

  • Writing Secure Code for Android: Infosec
  • Strategic Sourcing and Prioritization: Coursera
  • Capital Adequacy, Stress Scenarios, and Financial Resilience: EDUCBA
  • Analyze Markets Using Technical Analysis & Chart Patterns: EDUCBA
  • Craft Dashboards & Summaries: Coursera
  • Bioinformatics: University of California San Diego
  • Secure AI Interpret and Protect Models: Coursera
  • Testing and Refining LLM Applications: Coursera
  • Factorial and Fractional Factorial Designs: Arizona State University
  • Analyze and Highlight Cost Variances Effectively: 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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