Python for Finance: Analyze Big Financial Data

(Elle) #1

Python for Finance


Table of Contents


Preface


Conventions Used in This Book


Using Code Examples


Safari® Books Online


How to Contact Us


Acknowledgments


I. Python and Finance


1. Why Python for Finance?


What Is Python?


Brief History of Python


The Python Ecosystem


Python User Spectrum


The Scientific Stack


Technology in Finance


Technology Spending


Technology as Enabler


Technology and Talent as Barriers to Entry


Ever-Increasing Speeds, Frequencies, Data Volumes


The Rise of Real-Time Analytics


Python for Finance


Finance and Python Syntax


Efficiency and Productivity Through Python


Shorter time-to-results


Ensuring high performance


From Prototyping to Production


Conclusions


Further Reading


2. Infrastructure and Tools


Python Deployment


Anaconda


Python Quant Platform


Tools


Python


IPython


From shell to browser


Basic usage


Markdown and LaTeX


Magic commands

Free download pdf