Python Data Science Handbook

Hydroclimatology provides a systematic structure for analysing how the climate system causes time and space variations (both global and local) in the hydrologic cycle. Changes in the relationship between the climate system and the hydrologic cycle underlie floods, drought and possible future influences of global warming on water resources. Land-based data, satellite data, and computer models contribute to our understanding of the complex time and space variations of physical processes shared by the climate system and the hydrologic cycle. Blending key information from the fields of climatology and hydrology - which are not often found in a single volume - this is an ideal textbook for students in atmospheric science, hydrology, Earth and environmental science, geography, and environmental engineering. It is also a useful reference for academic researchers in these fields.

The book ‘Data Intensive Computing Applications for Big Data’ discusses the technical concepts of big data, data intensive computing through machine learning, soft computing and parallel computing par

Daniel Link explores how data analytics can be used for studying performance in soccer. Based on spatiotemporal data from the German Bundesliga, the six individual studies in this book present innovat

Computer networks are a fundamental part of computer science. It enables computing devices with networks to share information with each other by using data links. The most common devices which use the

Take full creative control of your web applications with Flask, the Python-based microframework. With the second edition of this hands-on book, you’ll learn the framework from the ground up by d

全書共13章: 第1章介紹Python基本知識與概念, Python開發環境配置與使用, 擴展庫安裝與使用; 第2章講解Python運算符與表達式以及內置函數的用法; 第3章講解列表、元組、字典、集合等序列結構的常用方法和基本操作; 第4章講解Python選擇結構與循環結構的語法和應用; 第5章講解函數的定義與使用, 不同類型的函數參數, 變量的作用域以及lambda表達式; 第6章講解類的定義與

This book provides readers with an in-depth discussion of circuit simulation, combining basic electrical engineering circuit theory with Python programming. It fills an information gap by describing t

Say goodbye to scratching your head in confusionThis data analytics book could be the answer you're looking for...This book has lots of valuable eye-opening information about data analytics, which wil

Bioinformatics Algorithms: Design and Implementation in Python provides a comprehensive book on many of the most important bioinformatics problems, putting forward the best algorithms and showing how

The Econometric Analysis of Network Data serves as an entry point for advanced students, researchers and data scientists who are seeking to perform effective analyses of networks, especially inference

本書全面、系統、深入地講解了Python編程基礎語法與高級應用。在講解過程中，通過大量實際操作的實例將Python語言知識全面、系統、深入地呈現給讀者。此外，作者專門爲本書錄製了大量的配套教學視頻，讓讀者通過分析實例、運行實例儘快熟悉Python編程，在學習中遇到問題時，也可以作爲參考。本書共分3篇。第1篇介紹Python語言的特點、安裝、語法基礎、程序流程控制、面向過程的編程方法、面向對象的編程

對於希望使用Python來完成數據分析工作的人來說，學習IPython、Numpy、pandas、Matplotlib這個組合是目前看來不錯的方向。本書就是這樣一本循序漸進的書。本書共3篇14章。第1篇是Python數據分析語法入門，將數據分析用到的一些語言的語法基礎講解清楚，為接下來的數據分析做鋪墊。第2篇是Python數據分析工具入門，介紹了Python數據分析“四劍客”――IPython、N

The rise of the internet and mobile telecommunications has created the possibility of using large datasets to understand behavior at unprecedented levels of temporal and geographic resolution. Online social networks attract the most users, though users of these new technologies provide their data through multiple sources, e.g. call detail records, blog posts, web forums, and content aggregation sites. These data allow scholars to adjudicate between competing theories as well as develop new ones, much as the microscope facilitated the development of the germ theory of disease. Of those networks, Twitter presents an ideal combination of size, international reach, and data accessibility that make it the preferred platform in academic studies. Acquiring, cleaning, and analyzing these data, however, require new tools and processes. This Element introduces these methods to social scientists and provides scripts and examples for downloading, processing, and analyzing Twitter data.

Data Munging with R shows readers how to take raw data and transform it for use in computations, tables, graphs, and more. Whether they already have some programming experience or they're just a sprea

Construct, analyze, and visualize networks with networkx, a Python language module. Network analysis is a powerful tool you can apply to a multitude of datasets and situations. Discover how to work wi

Discover hidden relationships among the variables in your data, and learn how to exploit these relationships. This book presents a collection of data-mining algorithms that are effective in a wide va

This book provides users with cutting edge methods and technologies in the area of big data and visual analytics, as well as an insight to the big data and data analytics research conducted by world-

Data where for each entity and variable a distribution is given is called distributional data. In the era of "Big Data," this type of data is becoming more and more prevalent. This edited book present

An eye-opening handbook from a leading Ayurvedic physician that blends cutting-edge science on "clock genes" with ancient eastern wisdom to help us understand how to harness the power of chronobi

"This book presents the concepts of big data, explores its analytics and technologies and their applications and develops an understanding of issues pertaining to the use of big data in multidisciplin

近幾年Python在機器學習、數據分析、運維等方面表現十分搶眼，已經成為求職必須掌握的主要語言之一。本書分為兩卷，上卷詳解語言（基於Python 3.6），下卷分析標準庫，涵蓋Python編程中的高級問題，剖析語言相關背景和實現方式，幫助讀者用好這一門優雅的語言。

This workbook accompanies the 2nd Edition of The ESL Writer’s Handbook (ISBN: 978-0-472-03707-0). The Workbook extends the topics covered in the Handbook to enable a teacher to

Researchers working specifically on open data reflect critically on their findings, and apply and advance theories that explain the dynamics of open data as a socially constructed phenomenon and p

This edited volume assembles some of the most intriguing voices in modern conservation biology. Collectively they highlight many of the most challenging questions being asked in conservation science t

This novel text assembles some of the most intriguing voices in modern conservation biology. Collectively they highlight many of the most challenging questions being asked in conservation science toda

The Commercial Aircraft Finance Handbook is a resource for every type of aircraft finance practitioner - seasoned and starter alike. The handbook offers a comprehensive overview of the multifaceted ma

This full-color book will inspire you to start solving problems and creating programs with Python, even if you have absolutely no programming experience. It’s not just friendly and easy: it&rsqu

The 2017 Operational Law Handbook (OPLAW) is a focused collection of diverse legal and practical information. Used by Department of Defense Judge Advocates as a “how to” guide, the handbook provides r

This textbook provides a clear, concise, and comprehensive introduction to methodological issues encountered by the various social science disciplines. It emphasizes applications, with detailed examples, so that readers can put these methods to work in their research. Within a unified framework, John Gerring and Dino Christenson integrate a variety of methods - descriptive and causal, observational and experimental, qualitative and quantitative. The text covers a wide range of topics including research design, data-gathering techniques, statistics, theoretical frameworks, and social science writing. It is designed both for those attempting to make sense of social science, as well as those aiming to conduct original research. The text is accompanied by online practice questions, exercises, examples, and additional resources, including related readings and websites. An essential resource for undergraduate and postgraduate programs in communications, criminal justice, economics, business,

Python學習從入門到實踐（中國高校創意創新創業教育系列叢書是一本適合Python初學者學習程序設計與開發的基礎教程，從應用的角度介紹了Python的發展、基本語句與語法、數據與運算、程序基本結構、函數與模塊、面向對象和文件處理。本書既注重知識的系統性，又兼顧了內容的實用性，既保持了結構的嚴謹完整，又體現了語言的清晰簡潔。本書設置了豐富的教學案例，幫助讀者用最簡單直觀的方式理解知識。同時，本書選

本書以程序設計為主線，由淺入深、循序漸進地講述Python語言的基本概念、基本語法和數據結構等基礎知識。內容包括Python語言及其編程環境，數據類型、運算符和表達式，基本流程控制(順序、選擇和循環)，序列、字典與集合，函數與模塊，文件，異常處理，面向對象程序設計，圖形用戶界面設計以及Python在數據挖掘中的應用。 本書注重實用性和實踐性，通過對一些典型算法的解析及其實現給讀者一些解題示範和啟發

你是不是想學習Python語言但又不想那么費勁地翻閱手冊？利用這本《Head First Python（第二版）》，你能很快掌握Python的基礎知識，并處理內置數據結構和函數。接下來你將構建你自己的Web應用，研究數據庫管理、異常處理，以及數據轉換。如果你想知道利用上下文管理器、修飾符、推導式和生成器能夠做什么，都可以在這本書中找到。本書將提供一個完整的學習體驗，幫助你迅速成為一名Python程

本書以Python語言講述數據科學基礎知識，涵蓋了數據采集、清洗、存儲、檢索、轉換、可視化、高級數據分析（網絡分析）、統計和機器學習等內容。具體內容包括：數據科學的Python核心特性，文本數據、數據庫、表格形式的數值數據、series和frame、網絡數據的使用，數據的繪製，概率與統計，機器學習。

The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduct

In Cracking Codes with Python, you’ll learn how to program in Python while making and breaking ciphers, which are used to encrypt secret messages. (No programming experience required!).After a quick c

Get started with Julia for engineering and numerical computing, especially data science, machine learning, and scientific computing applications. This book explains how Julia provides the functionalit

《 Python編程與問題求解》的突出特點包括以下幾個方面： 《 Python編程與問題求解》使用從下至上的方法來解釋概念。 附錄中會對算法和流程圖進行額外的討論。 《 Python編程與問題求解》通篇提供帶注釋的代碼來闡述Python多種特性的用法。 獨立于正文的補充信息和重要提示包含在特殊的方框中，開頭以“注意”標明。 每章末尾的需要牢記的知識點總結了重要知識點，方便讀者回顧學過的知識點。 書

The book addresses the interplay of healthcare and big data management. Thanks to major advances in big data technologies and precision medicine, healthcare is now becoming the new frontier for both s

Python是資料分析的語言，而網路中的資料和資訊很多，如何從中獲取需要的資料和資訊呢？簡單、直接的方法就是用爬蟲技術來解決。本書是一本教初學者學習如何爬取網路資料和資訊的入門讀物。書中不僅有Python的相關內容，而且還有資料處理和資料挖掘等方面的內容。本書內容非常實用，講解時穿插了22個爬蟲實戰案例，可以大大提高讀者的實際動手能力。本書共分12章，核心主題包括Python零基礎語法入門、爬蟲原

本書以零基礎講解為宗旨，用實例引導讀者深入學習，採取“基礎知識→核心技術→高級應用→項目開發實戰”的講解模式，深入淺出地講解Python的各項技術及實戰技能。 本書第1篇基礎知識主要講解揭開Python 神秘面紗、基礎語法、列表、元組、字典、字符串操作、流程控制和函數等；第2篇核心技術主要講解對象與類、程序調試和異常處理、模塊與類庫、迭代器、操作文件的方法、圖形用戶界面和流行的Python開發工具