算法
算法导论 Introduction to Algorithms, Second Edition, by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest and Clifford Stein算法概论 Algorithms, S. Dasgupta, C. H. Papadimitriou, and U. V. VaziraniPython Algorithms-Mastering Basic Algorithms in the Python Language, Magnus Lie HetlandData Streams Models and Algorithms, Charu C. Aggarwal
Web Data Mining
集体智慧编程 Programming Collective Intelligence, by Toby SegaranMining of Massive Datasets, by Anand Rajaraman, Jeffrey D. UllmanAlgorithms of the Intelligent Web, by HARALAMBOS MARMANIS DMITRY BABENKOMining the Social Web, by Matthew A. Russell21 Recipes for Mining Twitter, by Matthew A. Russell
Machine Learning
统计学习方法, by 李航机器学习实战 Machine Learning in Action, by PETER HARRINGTON
Hadoop Ecosystem
Hadoop: The Definitive Guide, by Tom WhiteData-Intensive Text Processing with MapReduce, by Jimmy Lin and Chris DyerPro Hadoop, by Jason VennerHadoop in Action, by Chuck LamProgramming Pig, by Alan GatesMahout in Action, by SEAN OWEN ROBIN ANIL TED DUNNING ELLEN FRIEDMAN
NoSQL
NoSQL Databases, by Christof StrauchHBase: The Definitive Guide, by Lars GeorgeMongoDB: The Definitive Guide, by Kristina Chodorow and Michael DirolfCassandra: The Definitive Guide, by Eben HewittMongoDB and Python, by Niall O’HigginsRedis Cookbook, by Tiago Macedo and Fred Oliveira
统计,R语言
R 导论, by W. N. Venables, D. M. SmithR for Beginners, by Emmanuel Paradis, 中文版A Handbook of Statistical Analyses Using R, by Brian S. Everitt Torsten HothornData Mining with R:learning by case studies, by Luis TorgoStatistics with R, by Vincent ZoonekyndUsing R for Data Analysis and Graphics, by J H Maindonald
Search Engine
深入搜索引擎 Managing Gigabytes: Compressing and Indexing Documents and Images, by ian H. Witten / Alistair Moffat / Timothy C. BellLucene in Action, by Erik Hatcher
NLP
Natural Language Processing with Python, by Steven Bird, Ewan Klein, and Edward LoperPython Text Processing with NLTK 2.0 Cookbook, by Jacob Perkins
Semantic Web
A Semantic Web Primer, by Grigoris Antoniou and Frank van HarmelenProgramming the Semantic Web, by Toby Segaran, Colin Evans, and Jamie Taylor
Web Service
On Designing and Deploying Internet-Scale Services, James HamiltonRESTful Web Services, by Leonard Richardson and Sam Ruby
编码-C/C++
C专家编程，徐波译 Expert C Programming: Deep C Secrets, Peter Van Der Linden编程精粹-Microsoft 编写优质无错C 程序秘诀 Writing Clean Code-Microsoft Techniques for Developing Bug-free C Programs, Steve MaguireC++ Primer, Fourth Edition By Stanley B. Lippman, Josée Lajoie, Barbara E. MooEffective C++ Third Edition深度探索c++对象模型, 侯捷译 Inside the C++ Object Model, By Stanley B. Lippman
编码-Java
Java编程思想 Thinking in Java, by Bruce EckelEffective Java™, by Joshua BlochJAVA并发编程实践 Java Concurrency in Practice, By Brian Goetz, Tim Peierls, Joshua Bloch, Joseph Bowbeer, David Holmes, Doug Lea Java NIO, by Ron HitchensJava Reflection in Action, by IRA R. FORMAN, NATE FORMAN
编码-Python
Dive into PythonPython 核心编程 Core Python programming, by Wesley J.ChunPython Cookbook, By David Ascher, Alex Martelli, Anna Ravenscroft Python in a Nutshell, By Alex Martelli Twisted Network Programming Essentials, By Abe Fettig
编码-Clojure
Programming Clojure, by Stuart HallowayPractical Clojure, by Luke VanderHart, Stuart SierraClojure Programming，by Chas Emerick, Brian Carper, and Christophe GrandThe Joy of Clojure, by MICHAEL FOGUS, CHRIS HOUSERClojure in Action, by AMIT RATHORECommon Lisp 高级编程技术 On Lisp, by Paul Graham
编码-Scala
Scala编程 Programming in Scala, by Martin Odersky, Lex Spoon, Bill VennersEffective Akka, by Jamie AllenAkka Essentials, by Munish K. Gupta 本文章摘自博客园，原文发布日期： 2014-04-02 相关资源：敏捷开发V1.0.pptx