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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


  • J

    Johns Hopkins University

    Computational and Graphical Models in Probability

    Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Building Resilient Streaming Systems on GCP em Português Brasileiro

    Skills you'll gain: Real Time Data, Dataflow, Data Pipelines, Dashboard, Google Cloud Platform, Data Processing, Data Transformation, Scalability, Performance Tuning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Media Buying, Content Performance Analysis, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, AI Personalization, Automation, Content Creation, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Medical Technology and Evaluation

    Skills you'll gain: Payment Systems, Medical Devices, Healthcare Industry Knowledge, Medical Equipment, Cost Benefit Analysis, Clinical Trials, Health Technology, Program Evaluation, Pharmaceuticals, Health Policy, Risk Analysis, Claims Processing, Health Care, Regulatory Affairs, Stakeholder Analysis, Probability & Statistics, Simulation and Simulation Software

    4.5
    Rating, 4.5 out of 5 stars
    ·
    292 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University at Buffalo

    Cyber Security in Manufacturing

    Skills you'll gain: Intrusion Detection and Prevention, Security Controls, Continuous Monitoring, Incident Response, Vulnerability Assessments, Software Development Life Cycle, Cybersecurity, Computer Security Incident Management, Cyber Security Policies, Cyber Security Assessment, Information Assurance, Network Security, Risk Management Framework, Cloud Security, Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    662 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Oracle PL/SQL Programming: Apply, Build & Optimize

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Stored Procedure, Data Access, Database Design, Programming Principles, Debugging, Relational Databases, Maintainability

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    3D Printing Software

    Skills you'll gain: 3D Modeling, Autodesk, Design Software, 3D Assets, Computer-Aided Design, Visualization (Computer Graphics), Computer Graphics, Industrial Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    556 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EC-Council

    Digital Forensics Essentials (DFE)

    Skills you'll gain: Digital Forensics, Malware Protection, Cybersecurity, Cyber Attacks, Threat Detection, Data Integrity, Data Storage, Network Analysis, Microsoft Windows, Mac OS, Linux, Web Applications, File Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Planning a Machine Learning Project

    Skills you'll gain: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep-Dive into Tensorflow Activation Functions

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    C++ Programming for Unreal Game Development

    Skills you'll gain: Unreal Engine, Object Oriented Programming (OOP), File I/O, C++ (Programming Language), Object Oriented Design, Debugging, Computer Programming, Event-Driven Programming, Video Game Development, Unity Engine, Data Structures, C# (Programming Language), Data Storage, 3D Assets, Development Environment, Game Design, Software Documentation, Software Design Patterns, User Interface (UI), Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    212 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Computational and Graphical Models in Probability: Johns Hopkins University
  • Building Resilient Streaming Systems on GCP em Português Brasileiro: Google Cloud
  • GenAI for Dynamic Advertising and Media Buying: Coursera
  • Medical Technology and Evaluation: University of Minnesota
  • AI & Machine Learning: Apply, Build & Solve: EDUCBA
  • Cyber Security in Manufacturing : University at Buffalo
  • Oracle PL/SQL Programming: Apply, Build & Optimize: EDUCBA
  • 3D Printing Software: University of Illinois Urbana-Champaign
  • Digital Forensics Essentials (DFE): EC-Council
  • Planning a Machine Learning Project: Amazon Web Services

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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