Python Para Finanzas
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Python Para Finanzas
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Author : Carlos Mario Ramírez Gil
language : es
Publisher:
Release Date : 2021
Python Para Finanzas written by Carlos Mario Ramírez Gil and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Python Para Finanzas
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Author : Carlos Mario Ramirez Gil
language : es
Publisher: Ediciones de la U
Release Date : 2022-01-28
Python Para Finanzas written by Carlos Mario Ramirez Gil and has been published by Ediciones de la U this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-28 with Business & Economics categories.
Python para finanzas es un libro teórico-práctico; los dos primeros capítulos comienzan con una contextualización sobre la importancia y la utilidad del lenguaje de programación Python en el mundo de las finanzas y con una introducción sobre los aspectos esenciales para empezar a utilizar esta poderosa herramienta. Los capítulos posteriores se pueden agrupar en los siguientes aspectos: Aprender a extraer datos. la extracción de datos de múltiples fuentes: sitios web, bases de datos de estados financieros y cotizaciones de bolsa. Aprender a construir modelos financieros. Los modelos financieros son un insumo fundamental en el proceso de toma de decisiones empresariales, tanto de inversión como de financiación. Automatizar procesos. La capacidad de Python para automatizar tareas es simplemente ilimitada. Esto se traduce en crecimientos espectaculares de la productividad. Todos los capítulos inician con un planteamiento teórico que inmediatamente se traduce a la aplicación de ejercicios prácticos y que por supuesto el usuario podrá replicar para fortalecer su aprendizaje. Podrá descargar el código de esta obra accediendo a la ficha del libro en www.ra-ma.es.
Python Para Finanzas Y Trading Algor Tmico
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Author : Lucas Inglese
language : es
Publisher:
Release Date : 2023
Python Para Finanzas Y Trading Algor Tmico written by Lucas Inglese and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
Python For Finance
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Author : Yuxing Yan
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-06-30
Python For Finance written by Yuxing Yan and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-30 with Computers categories.
Learn and implement various Quantitative Finance concepts using the popular Python libraries About This Book Understand the fundamentals of Python data structures and work with time-series data Implement key concepts in quantitative finance using popular Python libraries such as NumPy, SciPy, and matplotlib A step-by-step tutorial packed with many Python programs that will help you learn how to apply Python to finance Who This Book Is For This book assumes that the readers have some basic knowledge related to Python. However, he/she has no knowledge of quantitative finance. In addition, he/she has no knowledge about financial data. What You Will Learn Become acquainted with Python in the first two chapters Run CAPM, Fama-French 3-factor, and Fama-French-Carhart 4-factor models Learn how to price a call, put, and several exotic options Understand Monte Carlo simulation, how to write a Python program to replicate the Black-Scholes-Merton options model, and how to price a few exotic options Understand the concept of volatility and how to test the hypothesis that volatility changes over the years Understand the ARCH and GARCH processes and how to write related Python programs In Detail This book uses Python as its computational tool. Since Python is free, any school or organization can download and use it. This book is organized according to various finance subjects. In other words, the first edition focuses more on Python, while the second edition is truly trying to apply Python to finance. The book starts by explaining topics exclusively related to Python. Then we deal with critical parts of Python, explaining concepts such as time value of money stock and bond evaluations, capital asset pricing model, multi-factor models, time series analysis, portfolio theory, options and futures. This book will help us to learn or review the basics of quantitative finance and apply Python to solve various problems, such as estimating IBM's market risk, running a Fama-French 3-factor, 5-factor, or Fama-French-Carhart 4 factor model, estimating the VaR of a 5-stock portfolio, estimating the optimal portfolio, and constructing the efficient frontier for a 20-stock portfolio with real-world stock, and with Monte Carlo Simulation. Later, we will also learn how to replicate the famous Black-Scholes-Merton option model and how to price exotic options such as the average price call option. Style and approach This book takes a step-by-step approach in explaining the libraries and modules in Python, and how they can be used to implement various aspects of quantitative finance. Each concept is explained in depth and supplemented with code examples for better understanding.
Python Con Aplicaciones A Las Matem Ticas Ingenier A Y Finanzas
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Author : VV.AA.
language : es
Publisher: Marcombo
Release Date : 2020-04-30
Python Con Aplicaciones A Las Matem Ticas Ingenier A Y Finanzas written by VV.AA. and has been published by Marcombo this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-30 with Computers categories.
En esta obra se presenta el lenguaje de programación Python desde sus conceptos y características básicas, hasta el desarrollo de programas con un alto nivel de complejidad. De acuerdo con este propósito en el libro se incluyen más de 150 ejemplos que ilustran cada paso de la exposición. Aprenda La descripción, análisis y desarrollo de algoritmos a ser implementados con el lenguaje de programación Python. Conozca Los conceptos y métodos fundamentales del lenguaje de programación Python. Desarrolle El diseño de algoritmos y su implementación en el lenguaje Python. Ofelia Cervantes Villagómez. Licenciada en Ingeniería en Sistemas Computacionales (UDLAP), Maestra en Ciencias Computacionales (École Nationale Supérieure d'Informatique et de Mathématiques Appliquées - Grenoble), Doctora en Ciencias Computacionales (Institut National Polytechnique de Grenoble). Ha trabajado como investigadora en varias instituciones nacionales e internacionales en las áreas de inteligencia artificial, bases de datos y sistemas distribuidos. David Báez López. Licenciado en Física (UAP), Maestro en Ciencias (Universidad de Arizona), Doctor en Ingeniería Eléctrica (Universidad de Arizona). Ha publicado más de sesenta papers en revistas y congresos internacionales, y es autor de ocho libros acerca de simulación de circuitos y MATLAB. Juan Antonio Arízaga Silva recibió el grado de Maestro en Ciencias de la Universidad de las Américas Puebla en 2006 y el título de licenciado en electrónica en 2003 por la Benemérita Universidad Autónoma de Puebla. Actualmente es profesor investigador de tiempo completo en la Universidad Politécnica de Puebla en el área de Sistemas Automotrices. Esteban Castillo Juárez es Licenciado en ciencias de la computación y maestro en ciencias de la computación por parte de la Benemérita Universidad Autónoma de Puebla. Actualmente es estudiante de doctorado en ciencias de la computación en la Universidad de las Américas Puebla. Sus áreas de interés incluyen el procesamiento de lenguaje natural, minería de datos, aprendizaje automático, análisis de redes sociales y teoría de grafos.
Python Para Todos
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Author :
language : en
Publisher: Independently Published
Release Date : 2020-04-03
Python Para Todos written by and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-03 with categories.
Python para Todos está diseñado para introducir a los estudiantes en la programación y el desarrollo de software a través de un enfoque en la exploración de datos. Puedes pensar en Python como una herramienta para resolver problemas que están más allá de las capacidades de una simple hoja de cálculo.Python es un lenguaje de programación fácil de usar y sencillo de aprender, disponible de forma gratuita para equipos Macintosh, Windows, o Linux. Una vez que aprendes Python, puedes utilizarlo el resto de tu carrera sin necesidad de comprar ningún software.Existen copias electrónicas gratuitas de este libro en varios formatos, así como material de soporte para el libro, que pues encontrar en es.py4e.com. Los materiales del curso están disponibles bajo una Licencia Creative Commons, de modo que puedes adaptarlos para enseñar tu propio curso de Python.
Mastering Python For Finance
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Author : James Ma Weiming
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-04-30
Mastering Python For Finance written by James Ma Weiming and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-30 with Computers categories.
Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applications Key FeaturesExplore advanced financial models used by the industry and ways of solving them using PythonBuild state-of-the-art infrastructure for modeling, visualization, trading, and moreEmpower your financial applications by applying machine learning and deep learningBook Description The second edition of Mastering Python for Finance will guide you through carrying out complex financial calculations practiced in the industry of finance by using next-generation methodologies. You will master the Python ecosystem by leveraging publicly available tools to successfully perform research studies and modeling, and learn to manage risks with the help of advanced examples. You will start by setting up your Jupyter notebook to implement the tasks throughout the book. You will learn to make efficient and powerful data-driven financial decisions using popular libraries such as TensorFlow, Keras, Numpy, SciPy, and sklearn. You will also learn how to build financial applications by mastering concepts such as stocks, options, interest rates and their derivatives, and risk analytics using computational methods. With these foundations, you will learn to apply statistical analysis to time series data, and understand how time series data is useful for implementing an event-driven backtesting system and for working with high-frequency data in building an algorithmic trading platform. Finally, you will explore machine learning and deep learning techniques that are applied in finance. By the end of this book, you will be able to apply Python to different paradigms in the financial industry and perform efficient data analysis. What you will learnSolve linear and nonlinear models representing various financial problemsPerform principal component analysis on the DOW index and its componentsAnalyze, predict, and forecast stationary and non-stationary time series processesCreate an event-driven backtesting tool and measure your strategiesBuild a high-frequency algorithmic trading platform with PythonReplicate the CBOT VIX index with SPX options for studying VIX-based strategiesPerform regression-based and classification-based machine learning tasks for predictionUse TensorFlow and Keras in deep learning neural network architectureWho this book is for If you are a financial or data analyst or a software developer in the financial industry who is interested in using advanced Python techniques for quantitative methods in finance, this is the book you need! You will also find this book useful if you want to extend the functionalities of your existing financial applications by using smart machine learning techniques. Prior experience in Python is required.
Python Con Aplicaciones A Las Matem Ticas Ingenier A Y Finanzas
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Author :
language : es
Publisher:
Release Date :
Python Con Aplicaciones A Las Matem Ticas Ingenier A Y Finanzas written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Python Para An Lisis De Datos
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Author : Wes McKinney
language : es
Publisher: ANAYA MULTIMEDIA
Release Date : 2023-02-16
Python Para An Lisis De Datos written by Wes McKinney and has been published by ANAYA MULTIMEDIA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-16 with Computers categories.
Obtén el manual definitivo para manipular, procesar, limpiar y restringir conjuntos de datos en Python. Actualizado para Python 3.10 y pandas 1.4.0, esta tercera edición de Python para análisis de datos. Manipulación de datos con pandas, NyumPy y Jupyter está llena de casos prácticos, que permiten averiguar cómo resolver una amplia variedad de problemas de datos de una manera efectiva. Con su ayuda conocerás y aprenderás las versiones más recientes de pandas, NumPy, IPython y Jupyter. Escrito por Wes McKinney, el creador del proyecto pandas, Python para análisis de datos es una introducción práctica y moderna a las herramientas de ciencia de datos que ofrece Python. Es ideal para analistas no versados en Python y para programadores que deseen ponerse al día en ciencia de datos y computación científica o ciencia computacional. GitHub alberga los archivos de datos empleados en el libro y otro material asociado. Entre otras cosas, este libro permite: * Utilizar Jupyter Notebook y el shell de IPython para explorar datos. * Aprender funciones de NumPy básicas y avanzadas. * Iniciarse en el manejo de las herramientas de análisis de datos de la librería pandas. * Emplear herramientas flexibles para limpiar, transformar, combinar y remodelar datos. * Crear visualizaciones informativas con matplotlib. * Aplicar la función GroupBy de pandas para segmentar, desmenuzar y resumir conjuntos de datos. * Analizar y manipular series de datos temporales regulares e irregulares. * Aprender cómo resolver problemas reales de análisis de datos con ejemplos específicos y detallados.
Mastering Python For Finance
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Author : James Ma Weiming
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-04-29
Mastering Python For Finance written by James Ma Weiming and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-29 with Computers categories.
If you are an undergraduate or graduate student, a beginner to algorithmic development and research, or a software developer in the financial industry who is interested in using Python for quantitative methods in finance, this is the book for you. It would be helpful to have a bit of familiarity with basic Python usage, but no prior experience is required.