技术书单整理

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. Vazirani
Python Algorithms-Mastering Basic Algorithms in the Python Language, Magnus Lie Hetland
Data Streams Models and Algorithms, Charu C. Aggarwal
 

Web Data Mining

集体智慧编程
Programming Collective Intelligence, by Toby Segaran
Mining of Massive Datasets, by Anand Rajaraman, Jeffrey D. Ullman
Algorithms of the Intelligent Web, by HARALAMBOS MARMANIS DMITRY BABENKO
Mining the Social Web, by Matthew A. Russell
21 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 White
Data-Intensive Text Processing with MapReduce, by Jimmy Lin and Chris Dyer
Pro Hadoop, by Jason Venner
Hadoop in Action, by Chuck Lam
Programming Pig, by Alan Gates
Mahout in Action, by SEAN OWEN ROBIN ANIL TED DUNNING ELLEN FRIEDMAN
 

NoSQL

NoSQL Databases, by Christof Strauch
HBase: The Definitive Guide, by Lars George
MongoDB: The Definitive Guide, by Kristina Chodorow and Michael Dirolf
Cassandra: The Definitive Guide, by Eben Hewitt
MongoDB and Python, by Niall O’Higgins
Redis Cookbook, by Tiago Macedo and Fred Oliveira
 

统计,R语言

R 导论, by W. N. Venables, D. M. Smith
R for Beginners, by Emmanuel Paradis, 中文版
A Handbook of Statistical Analyses Using R, by Brian S. Everitt Torsten Hothorn
Data Mining with R:learning by case studies, by Luis Torgo
Statistics with R, by Vincent Zoonekynd
Using 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. Bell
Lucene in Action, by Erik Hatcher
 

NLP

Natural Language Processing with Python, by Steven Bird, Ewan Klein, and Edward Loper
Python Text Processing with NLTK 2.0 Cookbook, by Jacob Perkins
 

Semantic Web

A Semantic Web Primer, by Grigoris Antoniou and Frank van Harmelen
Programming the Semantic Web, by Toby Segaran, Colin Evans, and Jamie Taylor
 

Web Service

On Designing and Deploying Internet-Scale Services, James Hamilton
RESTful 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 Maguire
C++ Primer, Fourth Edition
By Stanley B. Lippman, Josée Lajoie, Barbara E. Moo
Effective 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 Eckel
Effective Java™, by Joshua Bloch
JAVA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 Hitchens
Java Reflection in Action, by IRA R. FORMAN, NATE FORMAN
 

编码-Python

Dive into Python
Python 核心编程
Core Python programming, by Wesley J.Chun
Python 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 Halloway
Practical Clojure, by Luke VanderHart, Stuart Sierra
Clojure Programming，by Chas Emerick, Brian Carper, and Christophe Grand
The Joy of Clojure, by MICHAEL FOGUS, CHRIS HOUSER
Clojure in Action, by AMIT RATHORE
Common 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 Venners
Effective Akka, by Jamie Allen
Akka Essentials, by Munish K. Gupta