• R for FinTech
  • 1 Introduction
    • 1.1 Welcome
    • 1.2 The purpose of this book
    • 1.3 How this book is organized
    • 1.4 Prerequisites
  • 2 Import
    • 2.1 Introduction
    • 2.2 Tabular Data
      • 2.2.1 readr
      • 2.2.2 readxl
    • 2.3 Hierarchical Data
      • 2.3.1 jsonlite
      • 2.3.2 xml2
      • 2.3.3 rvest
    • 2.4 Relational Data
      • 2.4.1 DBI
      • 2.4.2 RMySQL
    • 2.5 Distributed Data
      • 2.5.1 sparklyr
    • 2.6 Additional Import Methods
      • 2.6.1 haven
      • 2.6.2 foreign
      • 2.6.3 Zipped Data
  • 3 Tidy
    • 3.1 Introduction
      • 3.1.1 tidyr
  • 4 Transform
    • 4.1 Introduction
      • 4.1.1 dplyr
  • 5 Visualization
    • 5.1 Introduction
    • 5.2 Exploratory Visualization
      • 5.2.1 ggplot2
    • 5.3 Interactive Visualization
      • 5.3.1 plotly
    • 5.4 Other visualization packages
  • 6 Model
    • 6.1 LM
    • 6.2 GLM
    • 6.3 GBM
    • 6.4 Ensemble learning
    • 6.5 Additional Machine Learning Techniques
  • 7 Communicate
    • 7.1 Tools for Communication and Reproducible Research
  • 8 References
    • 8.1 Session Info
  • 9 Learning Resources
    • 9.1 R Programming Resources
    • 9.2 Financial Technology Resources
      • 9.2.1 Social
      • 9.2.2 Articles
      • 9.2.3 Education
  • Published with bookdown

R for FinTech

Chapter 9 Learning Resources

9.1 R Programming Resources

  • R for Data Science
  • bookdown: Authoring Books with R Markdown
  • Data Science Curated List from Author Jasmine Dumas
  • Applied Predictive Modeling
  • R in Finance Conference

9.2 Financial Technology Resources

9.2.1 Social

  • Simple Finance Blog
  • Wharton FinTech Group, Blog
  • #fintech on Twitter

9.2.2 Articles

  • 8 Ways Financial Technology Will Evolve in 2016 by JOHN BOITNOTT, Journalist and digital consultant
  • Predicting the future of financial technology by Mashable
  • HOW CRYPTOCURRENCIES ARE BEGINNING TO SHAPE FINTECH EDUCATION IN COLLEGES by Angela Ruth at due

9.2.3 Education

  • Fintech Basics from Udemy
  • Investment Management Specialization from Coursera
  • Bitcoin and Cryptocurrency Technologies from Coursera
  • Economics & Finance Courses from edX