Kniha Mastering Python for Finance James Ma Weiming

Mastering Python for Finance

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 257
Understand, design, and implement state-of-the-art mathematical and statistical applications used in...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2015
Stránek
340
EAN
9781784394516
ISBN
9781784394516
Enbook ID
09427980
Hmotnost
590
Rozměry
222 x 237 x 23

Kompletní popis

Understand, design, and implement state-of-the-art mathematical and statistical applications used in finance with Python


Key Features:

  • Explore financial models used by the industry and ways of solving them with this guide
  • Discover the various features that Python provides for scientific computing and harness them to enhance your financial applications
  • Build state-of-the-art infrastructure for critical aspects such as modeling, trading, pricing, and analytics


Book Description:

Built initially for scientific computing, Python quickly found its place in finance. Its flexibility and robustness can be easily incorporated into applications for mathematical studies, research, and software development.


With this book, you will learn about all the tools you need to successfully perform research studies and modeling, improve your trading strategies, and effectively manage risks. You will explore the various tools and techniques used in solving complex problems commonly faced in finance.


You will learn how to price financial instruments such as stocks, options, interest rate derivatives, and futures using computational methods. Also, you will learn how you can perform data analytics on market indexes and use NoSQL to store tick data.


What You Will Learn:

  • Perform interactive computing with IPython Notebook
  • Solve linear equations of financial models and perform ordinary least squares regression
  • Explore nonlinear modeling and solutions for optimum points using root-finding algorithms and solvers
  • Discover different types of numerical procedures used in pricing options
  • Model fixed-income instruments with bonds and interest rates
  • Manage big data with NoSQL and perform analytics with Hadoop
  • Build a high-frequency algorithmic trading platform with Python
  • Create an event-driven backtesting tool and measure your strategies

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