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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

    Microsoft

    Generative AI for Software Developers

    Skills you'll gain: GitHub Copilot, Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Responsible AI, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Prompt Patterns, Microsoft Development Tools, Integrated Development Environments, AI literacy, Software Versioning, AI Integrations, Risking, Software Development Tools, Project Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    199 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado System

    Peer-to-Peer Protocols and Local Area Networks

    Skills you'll gain: Local Area Networks, Network Protocols, Computer Networking, Network Architecture, TCP/IP, Network Performance Management, General Networking, Network Engineering, Wireless Networks, Telecommunications, Digital Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    538 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    IoT Devices

    Skills you'll gain: Internet Of Things, Embedded Software, Security Controls, Wireless Networks, Network Protocols, Infrastructure Security, Emerging Technologies, Data Science, Embedded Systems, Network Infrastructure, General Networking, Network Planning And Design, Amazon Web Services, Communication Systems, Health Technology, Cloud Platforms, Digital Communications, Computing Platforms, Computer Hardware

    4.7
    Rating, 4.7 out of 5 stars
    ·
    529 reviews

    Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Hot Topics in Criminal Justice

    Skills you'll gain: Criminal Investigation and Forensics, Public Safety and National Security, Social Justice, Legal Proceedings, Jury Trial, Political Sciences, Case Law, Neurology, Social Sciences, Policy Analysis, Appeals, Litigation and Civil Justice, Disabilities, Mental and Behavioral Health Specialties, Sociology, Mental Health Diseases and Disorders, Law, Regulation, and Compliance, Cultural Diversity, Investigation, Intelligence Collection and Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    197 reviews

    Beginner · Course · 1 - 3 Months

  • E

    ESSEC Business School

    Demand management: Breaking down today’s commercial silos

    Skills you'll gain: Revenue Management, Hospitality Management, Digital Marketing, Data-Driven Decision-Making, Hotels and Accommodations, Demand Generation, Hotel Operations, Asset Management, Marketing, Revenue Forecasting, Revenue Cycle Management, Marketing Channel, Forecasting, Business Valuation, Return On Investment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    374 reviews

    Mixed · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Generative AI in Software Development

    Skills you'll gain: Generative Model Architectures, GitHub Copilot, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Gemini, Software Development Tools, Fine-tuning, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Model Training, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Bayesian Network, Machine Learning Methods, Ethical Standards And Conduct, Model Evaluation, Bayesian Statistics, Artificial Neural Networks

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Michigan State University

    Design and Make Infographics (Project-Centered Course)

    Skills you'll gain: Infographics, Adobe Illustrator, Graphic and Visual Design, Diagram Design, Graphic Design, Visual Design, Typography, Layout Design, Design Elements And Principles, Visual Storytelling, Graphical Tools, Storytelling, Color Theory

    4.6
    Rating, 4.6 out of 5 stars
    ·
    960 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    LLM Engineering with RAG: Optimizing AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Vector Databases, Model Deployment, OpenAI API, Hugging Face, OpenAI, Scalability, AI Integrations, Embeddings, Generative AI, Application Deployment, Data Integration, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Understanding User Needs

    Skills you'll gain: UI/UX Research, Qualitative Research, User Research, Design Research, User Experience, Research Methodologies, Needs Assessment, Research and Design, Interviewing Skills, Human Centered Design, Research, Human Computer Interaction, Research Design, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    548 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Feature Engineering 日本語版

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

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    MathWorks

    Introduction to Image Processing

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Spatial Data Analysis, Geospatial Information and Technology, Quantitative Research, File Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    210 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Generative AI for Software Developers: Microsoft
  • Peer-to-Peer Protocols and Local Area Networks: University of Colorado System
  • IoT Devices: University of Illinois Urbana-Champaign
  • Hot Topics in Criminal Justice: Vanderbilt University
  • Demand management: Breaking down today’s commercial silos: ESSEC Business School
  • Generative AI in Software Development: Board Infinity
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Design and Make Infographics (Project-Centered Course): Michigan State University
  • LLM Engineering with RAG: Optimizing AI Solutions: Coursera
  • Understanding User Needs: 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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