Text analytics with Python

Welcome to Scientific Python and its community! With this practical book, you'll learn the fundamental parts of SciPy and related libraries, and get a taste of beautiful, easy-to-read code that you ca

'All teaching and all intellectual learning come to be from pre-existing knowledge.' So begins Aristotle'sPosterior Analytics, one of the most important, and difficult, works in the history of western

Conrad Carlberg's Regression Analysis Microsoft® Excel is today's most complete guide to regression analysis with Microsoft Excel for any business analytics or research task. Drawing on his immense ex

Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to so

Business Intelligence Strategy in the Big Data Analytics: A General Management Perspective explains how to deliver competitive advantages and substantial economic benefits by overcoming commonly-enco

This book fills provides a high-level overview of the analytics process at investment firms from multiple angles: the data management side, the modeling side, the software resources side, and the inve

本書通過闡述Python語言的基礎知識，以及使用Python語言的實際開發應用實例，來介紹如何使用電腦進行問題求解。豐富的例子和習題展示了在真實世界中是如何使用電腦的。目前Python在軟體產業中已經成為最廣泛使用的程式設計語言之一，對於初學者，Python也是理解電腦程式開發的理想工具。

Learn to master basic programming tasks from scratch with real-life scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to quickly gain proficiency. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of IPython notebooks to build rich-media, shareable documents for scientific analysis. Including a final chapter introducing challenging topics such as floating-point precision and algorithm stability, and with extensive online resources to support advanced study, this textbook represents a targe

Digging into data does not have to be painful. With Data Wrangling Using Python, you'll learn how to clean and analyze data, create compelling stories, and scale that data as necessary. There are awes

Advances in Big Data Analytics is a compendium of articles and papers that were presented at ABDA '15, an international conference that serves researchers, scholars, professionals, students, and acade

Leverage the power of Python design patterns to solve real-world problems in software architecture and designAbout This BookUnderstand the structural, creational, and behavioral Python design patterns

Integrate the power of R with the simplicity of Shiny to deliver cutting-edge analytics over the Web About This Book Use Shiny's built-in functions to produce engaging user interfaces, and integrate

Build your first interactive map and build location-aware applications using cutting-edge examples in PythonAbout This BookLearn the full geo-processing workflow using Python with open source packages

Usually we think of coding as something only trained experts and scientists can handle, but not any more thanks to programs like Python. First developed in 1991, Python uses lines of code, letters, an

For college-level Computer Science courses in Python Basic Programming and Problem Solving in Python As one of the most widely used programming languages in the software industry, Python is desirable

This fine book shows you how to build fun, cool arcade games using the Python programming language and the PyGame framework, a Python-based game application development engine. Use Python and Py

If you want to learn how to program, working with Python is an excellent way to start. This hands-on guide takes you through the language one step at a time, beginning with basic programming concepts

The future of the health care industry rests on advanced analyticsHealth Data's Destiny provides a visionary overview of how advanced analytics is set to transform the health care industry. B

The Internet of Things, cloud computing, connected vehicles, big data, analytics – what do any of them have to do with the automotive industry? This book provides essential information on the future o

This comprehensive source of information about financial fraud delivers a mature approach to fraud detection and prevention. It brings together all important aspect of analytics used in investigating

Gather, analyze, and decode data to reveal hidden facts using Python, the perfect tool for all aspiring secret agentsAbout This BookDiscover the essential features of Python programming: statements, v

This book constitutes the refereed conference proceedings of the Fourth International Conference on Big Data Analytics, BDA 2015, held in Hyderabad, India, in December 2015.The 9 revised full papers a

A step-by-step guide to data mining applications in CRMFollowing a handbook approach, this book bridges the gap between analytics and their use in everyday marketing, providing guidance on solving rea

Solutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery A comprehensive introduction to statistical methods for data mining and

本書首先從Python的安裝開始，隨後介紹了Python的基礎知識和基本概念，包括清單、元組、字串、字典以及各種語句。然後循序漸進地介紹了一些相對高級的主題，包括抽象、異常、魔法方法、屬性、反覆運算器。此後探討了如何將Python與資料庫、網路、C語言等工具結合使用，從而發揮出Python的強大功能，同時介紹了Python程式測試、打包、發佈等知識。最後，作者結合前面講述的內容，按照實際專案開發的

Learn to use powerful Python libraries for effective data processing and analysisAbout This BookLearn the basic processing steps in data analysis and how to use Python in this area through supported p

This book presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Features: includes case studies and learning activities through

Learn to Program with Minecraft is a fun, interactive introduction to programming in Python that will teach you how to customize Minecraft Pi, a free version of the popular game that runs on the tiny

Nonlinear Digital Filtering with Python: An Introduction discusses important structural filter classes including the median filter and a number of its extensions (e.g., weighted and recursive median f

Python is a computer programming language that is rapidly gaining popularity throughout the sciences.A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself eno

Python is a computer programming language that is rapidly gaining popularity throughout the sciences.A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself eno

This volume brings together research on how gameplay data in serious games may be turned into valuable analytics or actionable intelligence for performance measurement, assessment, and improvement. Ch

This book details how to leverage big data style analytics to manage and coordinate the key issues in both energy supply and demand. It presents a detailed explanation of the underlying systems techno

《Python程序設計》共兩篇17章，介紹Python數據類型、控制結構、正則表達式、類與函數設計、文件操作、異常處理與程序調試等內容。第二篇通過大量案例介紹Python在GUI編程、圖形圖像編程、音樂編程與語音識別、科學計算可視化、網絡編程、逆向工程與軟件分析、大數據處理、Windows系統編程等方面的應用。 《Python程序設計》可以作為計算機科學與技術、數字媒體技術、軟件工程、網絡工程、信

This book introduces Python programming language and fundamental concepts in algorithms and computing. Its target audience includes students and engineers with little or no background in programming,

Strike the ideal balance between art and analytics with strategies for the modern marketing paradigmThe Digital Marketing Divide sparks a discussion on the value of marketing decisions made from a pla

Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk a

Python 是一種物件導向的解釋型語言，物件導向是其非常重要的特性。本書通過Python 的資料結構、語法、設計模式，從簡單到複雜，從初級到高級，一步步通過例子來展示了Python 中物件導向的概念和原則。本書不是Python 的入門書籍，適合具有Python 基礎經驗的開發人員閱讀。如果你擁有其他物件導向語言的經驗，你會更容易理解本書的內容。

"This book offers a selection of service analytics solutions for process modeling and optimization proven to drive excellence in IT service management"--

Many Python developers are curious about what machine learning is and how it can be concretely applied to solve issues faced in businesses handling medium to large amount of data.Machine Learning with