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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

Students’ Works

Portfolio
Textual Analysis of Comments

Shiny APP
Industrial Structure Analysis

Shiny APP
Product Sales Information
Customer Value Management
Basket Analysis
Predictive Model
Pattern recognition and Learning
Interactive Infographic Website
YELP Review: Data Exploration
YELP Review: Industry Analysis
Presidential Election Gossip
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