Python for Finance: Analyze Big Financial Data

retrieving data, Financial Data–Financial Data

size of data sets, Input/Output Operations

technical analysis example, Technical Analysis–Technical Analysis

financial plots, Financial Plots–Financial Plots

financial time series data

definition of, Financial Time Series

financial data, Financial Data–Financial Data

high frequency data, High-Frequency Data

pandas library, pandas Basics–GroupBy Operations

regression analysis, Regression Analysis–Regression Analysis

first in, first out (FIFO) principle, Writing Objects to Disk

fixed Gaussian quadrature, Numerical Integration

flash trading, Ever-Increasing Speeds, Frequencies, Data Volumes

Flask framework

benefits of, Rapid Web Applications

commenting functionality, Core functionality

connection/log in, Core functionality

data modeling, Data Modeling

database infrastructure, Imports and database preliminaries

importing libraries, The Python Code

libraries required, Rapid Web Applications

security issues, Core functionality

styling web pages in, Styling

templating in, Templating

traders’ chat room application, Traders’ Chat Room

floats, Floats–Floats

fmin function, Convex Optimization, Calibration Procedure

frequency distribution, A Use Case

ftplib library, Web Basics

full truncation, Square-root diffusion, Square-Root Diffusion

functional programming, Excursion: Functional Programming

Fundamental Theorem of Asset Pricing, Valuation, Fundamental Theorem of Asset

Pricing, Derivatives Portfolios

FX (foreign exchange) data, Real-time FX data