Python for Finance Cookbook

Python for Finance Cookbook

Over 80 powerful recipes for effective financial data analysis

Lewinson, Eryk

Packt Publishing Limited

12/2022

740

Mole

Inglês

9781803243191

15 a 20 dias

Descrição não disponível.
Table of Contents

Acquiring Financial Data
Data Preprocessing
Visualizing Financial Time Series
Exploring Financial Time Series Data
Technical Analysis and Building Interactive Dashboards
Time Series Analysis and Forecasting
Machine Learning-Based Approaches to Time Series Forecasting
Multi-Factor Models
Modelling Volatility with GARCH Class Models
Monte Carlo Simulations in Finance
Asset Allocation
Backtesting Trading Strategies
Applied Machine Learning: Identifying Credit Default
Advanced Concepts for Machine Learning Projects
Deep Learning in Finance
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Bollinger bands; RSI; python finance; Quant; Investment strategies; algorithmic trading; time series forecasting; asset allocation; option pricing; finance python; python cookbook; python financial; default prediction; GARCH; ARIMA; Monte Carlo simulations; derivatives valuation; technical indicators; machine learning; deep learning