Book

Python for Finance Cookbook

Python is becoming the number one language for data science and also quantitative finance. This book provides you with solutions to common tasks from the intersection of quantitative finance and data science, using modern Python libraries.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

14h24m

Language

English

About Book

Who Is This Book For?

This book is for financial analysts, data analysts, and Python developers who want to learn how to implement a broad range of tasks in the finance domain. Data scientists looking to devise intelligent financial strategies to perform efficient financial analysis will also find this book useful. Working knowledge of the Python programming language is mandatory to grasp the concepts covered in the book effectively.

Book content

chapters 14h24m total length

Financial Data and Preprocessing

Technical Analysis in Python

Time Series Modelling

Multi-factor Models

Modeling Volatility with GARCH class models

Monte Carlo Simulations in Finance

Asset Allocation in Python

Identifying Credit Default with Machine Learning

Advanced Machine Learning Models in Finance

Deep Learning in Finance

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