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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


  • N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Dimensionality Reduction, Network Architecture, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Predictive Analytics: Apply, Analyze & Interpret

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel

    Mixed · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Advanced Prompt Caching and Response Optimization

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, LLM Application, Application Development, Artificial Intelligence, AI Orchestration, AI Enablement, AI Workflows, Network Routing

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Security in Google Cloud 日本語版

    Skills you'll gain: Prompt Engineering, Google Cloud Platform, Kubernetes, Distributed Denial-Of-Service (DDoS) Attacks, Identity and Access Management, Cloud Infrastructure, Cloud Security, Containerization, Authentications, Cloud Services, Virtual Machines, Infrastructure As A Service (IaaS), Generative AI Agents, Data Loss Prevention, Cloud Storage, Network Infrastructure, Application Development, Virtual Networking, Malware Protection, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    707 reviews

    Intermediate · Specialization · 3 - 6 Months

  • T

    The State University of New York

    How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)

    Skills you'll gain: Benchmarking, Professional Development, Smart Goals, Planning, Performance Analysis, Job Analysis, Human Capital, Organizational Skills, Personal Development, Dashboard, Microsoft Excel, Goal Setting, Business Strategy, Writing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    226 reviews

    Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    The Outcomes and Interventions of Health Informatics

    Skills you'll gain: Health Informatics, Clinical Informatics, Decision Support Systems, Solution Design, Health Information Management, Usability Testing, Healthcare Ethics, Requirements Elicitation, Electronic Medical Record, Data Capture, User Centered Design, Artificial Intelligence and Machine Learning (AI/ML)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    109 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Block Cipher Modes of Operation Training

    Skills you'll gain: Encryption, Cryptography, Security Engineering, Data Security, Cybersecurity

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    M

    Microsoft

    Microsoft Introduction to C++ Programming

    Skills you'll gain: Debugging, C++ (Programming Language), Software Documentation, API Design, Program Development, Pseudocode, Software Architecture, Software Design, Maintainability, Computational Thinking, System Programming, Data Structures, Programming Principles, Computer Programming, Generative AI Agents, Integrated Development Environments, Technical Documentation, Generative AI, Application Development, Data Validation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • M

    Microsoft

    Automation and Scripting with Python

    Skills you'll gain: Web Scraping, Git (Version Control System), Scripting, Version Control, Email Automation, Software Testing, Cloud API, Automation, Restful API, Application Programming Interface (API), Scalability, Python Programming, Performance Tuning, Productivity, File Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    46 reviews

    Beginner · Course · 1 - 3 Months

  • M

    MathWorks

    Modeling and Simulation with Simulink

    Skills you'll gain: Simulation and Simulation Software, Control Systems, Mathematical Modeling, Engineering Analysis, Data Import/Export, Systems Engineering, Performance Tuning, Electronics Engineering

    4.8
    Rating, 4.8 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Best Practices for iOS User Interface Design

    Skills you'll gain: Apple iOS, Model View Controller, Core Data (Software), User Interface (UI) Design, UI Components, Responsive Web Design, Mobile Development, Human Computer Interaction, UI/UX Strategy, Data Mapping, Animations, Storyboarding

    4.5
    Rating, 4.5 out of 5 stars
    ·
    189 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Codio

    Object-Oriented C++: Inheritance and Encapsulation

    Skills you'll gain: C and C++, Object Oriented Programming (OOP), C++ (Programming Language), Data Validation, Object Oriented Design, Computer Programming, Programming Principles, Computer Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    229 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI: Foundations and Concepts: Northeastern University
  • Predictive Analytics: Apply, Analyze & Interpret: EDUCBA
  • Advanced Prompt Caching and Response Optimization: Amazon Web Services
  • Security in Google Cloud 日本語版: Google Cloud
  • How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course): The State University of New York
  • The Outcomes and Interventions of Health Informatics: Johns Hopkins University
  • Block Cipher Modes of Operation Training: Simplilearn
  • Microsoft Introduction to C++ Programming: Microsoft
  • Automation and Scripting with Python: Microsoft
  • Modeling and Simulation with Simulink : MathWorks

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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