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商業大數據平台

  • Programs
    • Curriculum
      • Capstone – General Mgn.
      • Capstone – Digital Marketing
      • Capstone – Fintech
      • Business Partners
      • Curriculum experience sharing
    • Practice of Business Analytics
      • 1. Introductions
      • 2. Basic Programming
      • 3&4. Data Cases
      • 5. Dplyr Package
      • 6. Ggplot2 Package
      • 7a. EDA
      • 7b. Clustering & Dimension
      • 8. Probabilities
      • 9. Linear Regression
      • 10. Logistic Regression
      • 11. Prediction to Decision
      • 12. Predictive Modeling
      • 13. Assumption & Simulation
    • Practice of Biz Analytics 2021
    • Big Data, ML & AI
    • Summer Course
  • Communities
    • Links
    • Learning Map
      • Shiny APP
      • R: Analytics & Statistics
      • Digital Marketing
      • Basic Courses
      • Advanced Courses
      • Big Data Platform
      • Block Chain Courses
    • Public Resources
    • Students’ Works
      • Collaboration Mechanism of Digital Contents
      • YELP Review: Data Exploration
      • YELP Review: Industry Analysis
      • Customer Value Management
      • Product Sales Information
      • Predictive Model
      • Basket Analysis
      • Pattern Recognition & Learning
      • Interactive Infographic Website
      • Presidential Election Gossip
    • Collaborative Learning
      • Thesis with R
      • Big Data Visualization
      • 2020
        • Web Program & Design Club
        • R: Financial Portfolio Analysis Study Group
        • R Study Group
        • Big Data App Development Panel
        • PTT Collected Works Study Group
      • 2019
        • Econometrics
        • Time Series & Forecasting
        • Digital Marketing
        • Data Visualization
    • Events
      • 2021 Business Big Data Workshop
      • 2021 BigVis Online Seminar
      • Winter 2021 – 商業智慧日體驗營【大學 R YOU READY？】
      • 2020 Business Intelligence Summer Camp
      • 2020 RiTW Online Seminar
      • Spring 2020 – 商業智慧日體驗營
      • 2020 Industry-Academia Collaboration
      • 2019 Website Traffic Analytics Workshop
      • 2019 Business Big Data Workshop
      • 2018 Cloud Platform Workshop
  • Applications
    • Marketing
      • Product Design
      • Basket Analysis
      • Recommendation System
      • Customer Value Management
      • Model, Prediction and Decision Making
    • Finance
      • Taiwan Stock APP
      • Capital Allocation APP
      • Candlestick Chart
      • Investment Portfolio
      • Bitcoin Package
      • Tidyquant Package
  • Technologies
    • ML and Prediction Model
      • Machine Learning Structure
      • Supervised Learning
      • Unsupervised Learning
      • Prediction Model
      • Cross-validation & Parameter Tuning
      • Unstructured Data
      • Big Data Reduction
    • DL and AI
      • Multi Layer Perceptron
      • CNN、Conv2D
      • RNN、LSTM
      • Auto-Encoder
      • Generative Learning
      • Re-enforcement Learning
        • Application of Service Repairment
      • Transfer Learning
    • Website Data Analytics
    • Text Mining
      • Data Set Exploration
      • Collected Works Analysis
      • LDAVIS DEMO
    • Social Network Analytics
    • Interactive Webs
      • Multi-layer Interactive Map
      • Actual Price Registration of Real Estate
      • Visualization of Time and Space
    • Data Visualization
    • Learning statistics with R
  • Programs
    • Curriculum
      • Capstone – General Mgn.
      • Capstone – Digital Marketing
      • Capstone – Fintech
      • Business Partners
      • Curriculum experience sharing
    • Practice of Business Analytics
      • 1. Introductions
      • 2. Basic Programming
      • 3&4. Data Cases
      • 5. Dplyr Package
      • 6. Ggplot2 Package
      • 7a. EDA
      • 7b. Clustering & Dimension
      • 8. Probabilities
      • 9. Linear Regression
      • 10. Logistic Regression
      • 11. Prediction to Decision
      • 12. Predictive Modeling
      • 13. Assumption & Simulation
    • Practice of Biz Analytics 2021
    • Big Data, ML & AI
    • Summer Course
  • Communities
    • Links
    • Learning Map
      • Shiny APP
      • R: Analytics & Statistics
      • Digital Marketing
      • Basic Courses
      • Advanced Courses
      • Big Data Platform
      • Block Chain Courses
    • Public Resources
    • Students’ Works
      • Collaboration Mechanism of Digital Contents
      • YELP Review: Data Exploration
      • YELP Review: Industry Analysis
      • Customer Value Management
      • Product Sales Information
      • Predictive Model
      • Basket Analysis
      • Pattern Recognition & Learning
      • Interactive Infographic Website
      • Presidential Election Gossip
    • Collaborative Learning
      • Thesis with R
      • Big Data Visualization
      • 2020
        • Web Program & Design Club
        • R: Financial Portfolio Analysis Study Group
        • R Study Group
        • Big Data App Development Panel
        • PTT Collected Works Study Group
      • 2019
        • Econometrics
        • Time Series & Forecasting
        • Digital Marketing
        • Data Visualization
    • Events
      • 2021 Business Big Data Workshop
      • 2021 BigVis Online Seminar
      • Winter 2021 – 商業智慧日體驗營【大學 R YOU READY？】
      • 2020 Business Intelligence Summer Camp
      • 2020 RiTW Online Seminar
      • Spring 2020 – 商業智慧日體驗營
      • 2020 Industry-Academia Collaboration
      • 2019 Website Traffic Analytics Workshop
      • 2019 Business Big Data Workshop
      • 2018 Cloud Platform Workshop
  • Applications
    • Marketing
      • Product Design
      • Basket Analysis
      • Recommendation System
      • Customer Value Management
      • Model, Prediction and Decision Making
    • Finance
      • Taiwan Stock APP
      • Capital Allocation APP
      • Candlestick Chart
      • Investment Portfolio
      • Bitcoin Package
      • Tidyquant Package
  • Technologies
    • ML and Prediction Model
      • Machine Learning Structure
      • Supervised Learning
      • Unsupervised Learning
      • Prediction Model
      • Cross-validation & Parameter Tuning
      • Unstructured Data
      • Big Data Reduction
    • DL and AI
      • Multi Layer Perceptron
      • CNN、Conv2D
      • RNN、LSTM
      • Auto-Encoder
      • Generative Learning
      • Re-enforcement Learning
        • Application of Service Repairment
      • Transfer Learning
    • Website Data Analytics
    • Text Mining
      • Data Set Exploration
      • Collected Works Analysis
      • LDAVIS DEMO
    • Social Network Analytics
    • Interactive Webs
      • Multi-layer Interactive Map
      • Actual Price Registration of Real Estate
      • Visualization of Time and Space
    • Data Visualization
    • Learning statistics with R

Technologies and Analytics Methods

Analysis Method
Big Data Analytics
Machine Learning and Prediction Model
Deep Learning and AI
Website Data Analytics
Text Analytics
Social Website Analytics
Interactive Web
Data Visualisation
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