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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


  • S

    Skillshare

    Blender 3D Fundamentals & Character Design

    Skills you'll gain: 3D Modeling, 3D Assets, Network Model, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Software Installation, Design Elements And Principles, Creative Design, Control Panels, User Interface (UI), Graphical Tools, UI Components, Aesthetics, Editing, Dataflow, Animations, Scalability, Debugging

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Peking University

    程序设计与算法

    Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), Memory Management, C and C++, Graph Theory, Object Oriented Programming (OOP), File I/O, Object Oriented Design, Computational Thinking, C (Programming Language), Programming Principles, Theoretical Computer Science, Program Development, Computer Programming, Computer Science, Application Development, Systems Development, Data Storage, Computer Architecture

    4.8 stars, 2.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (2.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Methods, Statistics, Data Analysis, Statistical Modeling, Statistical Analysis, Mathematical Modeling, Probability & Statistics, Predictive Modeling, Probability

    4.6 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    Optimizing Machine Learning Performance

    Skills you'll gain: Responsible AI, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Business Operations, Machine Learning, Ethical Standards And Conduct, Operational Performance Management, Applied Machine Learning, Business Strategy, Risk Mitigation, Systems Integration, Stakeholder Communications

    4.4 stars, 54 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (54) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Claude Code for Marketers

    Skills you'll gain: Marketing Automation, Marketing Analytics, Campaign Management, Prompt Patterns, Data-Driven Marketing, Prompt Engineering, Scripting, Personalized Campaigns, Marketing Operations, Email Automation, Cross-Channel Marketing, A/B Testing, Marketing, Email Marketing, AI Security, Content Marketing, Search Engine Marketing, Web Analytics and SEO, Artificial Intelligence, Generative AI

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of California, Irvine

    The Raspberry Pi Platform and Python Programming for the Raspberry Pi

    Skills you'll gain: Linux, Embedded Software, Linux Commands, Linux Administration, Embedded Systems, Operating Systems, Internet Of Things, File Systems, Command-Line Interface, Software Installation, Python Programming, Programming Principles, Unix Shell, Electronic Hardware, System Configuration, Hardware Architecture, Computer Hardware, Computer Programming, Program Development, Development Environment

    4.7 stars, 2.8K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (2.8K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Build an App That Uses WebSockets in 2026 to Transfer Files

    Skills you'll gain: Node.JS, Server Side, Web Applications, Web Frameworks, Real Time Data, Live Streaming, Network Model, Frontend Integration, Data Sharing, Network Protocols, File I/O, Event-Driven Programming, Secure Coding, Frontend Performance, Browser Compatibility, Javascript, Memory Management, Dynamic Host Configuration Protocol (DHCP), Network Routers, Debugging

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Oracle BI 12c Foundations: Architecture and Administration

    Skills you'll gain: Scalability, Business Intelligence, Business Intelligence Software, System Implementation, Operating System Administration, Oracle Cloud, Software Installation, Enterprise Application Management, Database Administration, Role-Based Access Control (RBAC), Infrastructure Architecture, Application Lifecycle Management, System Configuration, Management Reporting, Server Administration, User Provisioning, Business Reporting, Middleware, Data Management, Business

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.5 stars, 20 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (20) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Lean Six Sigma White Belt Certification Course

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Kaizen Methodology, Operational Excellence, Lean Manufacturing, Operational Efficiency, Lean Methodologies, Process Flow Diagrams, Process Improvement, Process Improvement and Optimization, Quality Improvement, Process Mapping, Pareto Chart, Process Analysis, Continuous Improvement Process, Process Optimization, Process Management, Service Improvement, Quality Management, Data Collection

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • E

    Edureka

    Autonomous AI Agent Systems and Orchestration

    Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, AI Integrations, LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI

    2.9 stars, 7 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 2.9 (7) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    NLP – Embeddings & Text Preprocessing in Python

    Skills you'll gain: Data Preprocessing, Embeddings, Text Mining, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Development Environment, Software Installation

    Intermediate · Course · 1 - 3 Months

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

  • Blender 3D Fundamentals & Character Design: Skillshare
  • 程序设计与算法: Peking University
  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • Optimizing Machine Learning Performance: Alberta Machine Intelligence Institute
  • Claude Code for Marketers: SkillsBooster Academy
  • The Raspberry Pi Platform and Python Programming for the Raspberry Pi: University of California, Irvine
  • Build an App That Uses WebSockets in 2026 to Transfer Files: Packt
  • Oracle BI 12c Foundations: Architecture and Administration: Packt
  • Build Regression, Classification, and Clustering Models: CertNexus
  • Lean Six Sigma White Belt Certification Course: Packt

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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