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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


  • M

    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Management, Databases, NoSQL, Data Modeling, Database Design, Data Integrity, Data Storage, Cloud Deployment, Cloud Platforms, Scalability, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Introduction to 3D Modeling

    Skills you'll gain: 3D Modeling, 3D Assets, Design Elements And Principles, Visualization (Computer Graphics), Computer-Aided Design, Design, Architectural Design, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Unilever

    Customer Understanding and Digital Marketing Channels

    Skills you'll gain: Customer Insights, Digital Marketing, Customer Analysis, Marketing Strategies, Customer experience strategy (CX), Marketing Planning, Content Marketing, Social Media Marketing, Marketing Channel, Target Audience, Persona Development, Marketing Analytics, Brand Marketing, Goal Setting, Smart Goals, E-Commerce

    4.7
    Rating, 4.7 out of 5 stars
    ·
    246 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    R البرمجة باستخدام لغة

    Skills you'll gain: R Programming, Statistical Programming, Statistical Analysis, Debugging, Data Analysis, Simulations, Programming Principles, Integrated Development Environments, Data Import/Export, Data Structures, Data Manipulation, Computer Programming, Performance Tuning, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • A

    American Psychological Association

    Measures of Central Tendency

    Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistics, Statistical Analysis, Data Literacy, Statistical Visualization, Data Analysis, Graphing, Arithmetic

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, Agentic Workflows, AI Orchestration, AI Workflows, Generative AI Agents, Agentic systems, LangChain, LLM Application, Responsible AI, Retrieval-Augmented Generation, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Python Programming, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Intro to AR/VR/MR/XR: Technologies, Applications & Issues

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Virtual Reality, Web Content Accessibility Guidelines, Emerging Technologies, Virtual Environment, Display Devices, Design Strategies, Human Computer Interaction, User Experience Design, Information Privacy, Conceptual Design, Diversity Equity and Inclusion Initiatives, Innovation, Personally Identifiable Information, Safety and Security, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    414 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Algorithms, Programming Principles, Computational Logic, Java Programming, Computer Hardware, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    754 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    C Programming for Everybody

    Skills you'll gain: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Data Structures, Programming Principles, Algorithms, Computer Programming, Software Design, Application Security, Other Programming Languages, Python Programming, Java Programming, System Programming, Computer Architecture, Performance Tuning, Unix, Computer Science, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    242 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    Illinois Tech

    Health Informatics Capstone & Innovation Project

    Skills you'll gain: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, Dataflow, Data Transformation, Keras (Neural Network Library), Data Pipelines, Data Modeling, Machine Learning, Deep Learning, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to MongoDB: MongoDB Inc.
  • Generative AI and Model Selection: Vanderbilt University
  • Introduction to 3D Modeling: University of Michigan
  • Customer Understanding and Digital Marketing Channels: Unilever
  • R البرمجة باستخدام لغة: Johns Hopkins University
  • Measures of Central Tendency: American Psychological Association
  • Agentic AI with LangChain and LangGraph: IBM
  • Intro to AR/VR/MR/XR: Technologies, Applications & Issues: University of Michigan
  • Computer Science: Algorithms, Theory, and Machines: Princeton University
  • C Programming for Everybody: University of Michigan

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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