darcy.q.cs的专栏

豆瓣链接 https://book.douban.com/subject/10758624/ 完整带目录。 Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package--PMTK (probabilistic modeling toolkit)--that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

1. 上传权限只有60M,所以分成了两个part 2. https://book.douban.com/subject/26591326/

1. 上传权限只有60M，所以分成了两个部分，这时part2 2. https://book.douban.com/subject/26591326/

https://book.douban.com/subject/26337545/ 就是这本

LeetCode官方出的一个小册子，上面有大概50多道题目的解法.

《MySQL技术内幕:InnoDB存储引擎(第2版)》由国内资深MySQL专家亲自执笔，国内外多位数据库专家联袂推荐。作为国内唯一一本关于InnoDB的专著，《MySQL技术内幕:InnoDB存储引擎(第2版)》的第1版广受好评，第2版不仅针对最新的MySQL 5.6对相关内容进行了全面的补充，还根据广大读者的反馈意见对第1版中存在的不足进行了完善，《MySQL技术内幕:InnoDB存储引擎(第2版)》大约重写了50％的内容。《MySQL技术内幕:InnoDB存储引擎(第2版)》从源代码的角度深度解析了InnoDB的体系结构、实现原理、工作机制，并给出了大量最佳实践，能帮助你系统而深入地掌握InnoDB，更重要的是，它能为你设计管理高性能、高可用的数据库系统提供绝佳的指导。

通过每一章的练习快速掌握Java 8中的Lambda表达式 分析流、高级集合和其他Java 8类库的改进 利用多核CPU提高数据并发的性能 将现有代码库和库代码Lambda化 学习Lambda表达式单元测试和调试的实践解决方案 用Lambda表达式实现面向对象编程的SOLID原则 编写能有效执行消息传送和非阻塞I/O的并发应用

Thinking In Java 第四版Jar包和源代码；

Pro Apache Hadoop, Second Edition brings you up to speed on Hadoop – the framework of big data. Revised to cover Hadoop 2.0, the book covers the very latest developments such as YARN (aka MapReduce 2.0), new HDFS high-availability features, and increased scalability in the form of HDFS Federations. All the old content has been revised too, giving the latest on the ins and outs of MapReduce, cluster design, the Hadoop Distributed File System, and more. This book covers everything you need to build your first Hadoop cluster and begin analyzing and deriving value from your business and scientific data. Learn to solve big-data problems the MapReduce way, by breaking a big problem into chunks and creating small-scale solutions that can be flung across thousands upon thousands of nodes to analyze large data volumes in a short amount of wall-clock time. Learn how to let Hadoop take care of distributing and parallelizing your software―you just focus on the code; Hadoop takes care of the rest. Covers all that is new in Hadoop 2.0 Written by a professional involved in Hadoop since day one Takes you quickly to the seasoned pro level on the hottest cloud-computing framework

《ElasticSearch：可扩展的开源弹性搜索解决方案》基于ElasticSearch 的0.2 版本，覆盖了ElasticSearch 各种功能和命令的应用，全面、详细地介绍了开源、分布式、RESTful，具有全文检索功能的搜索引擎ElasticSearch。《ElasticSearch：可扩展的开源弹性搜索解决方案》前两章着重介绍了ElasticSearch 的基本功能和用法，包括ElasticSearch 的安装和配置、REST API 的使用方法，以及怎样使用Query DSL 语句进行查询、过滤、排序等。接下来的4 章是对ElasticSearch 基本功能的扩展，主要介绍了如何使用统计功能来计算查询返回结果的聚集数据、如何实现自动补全功能、如何使用ElasticSearch 的空间数据处理能力，以及如何使用预期搜索功能等。第7 章介绍了ElasticSearch 管理API 的能力，如控制分片部署位置、操纵集群等功能。在第8 章将学习到如何处理使用ElasticSearch 过程中可能遇到的常见问题。 《ElasticSearch：可扩展的开源弹性搜索解决方案》内容丰富、全面，基本概念的讲解细致、深入浅出。各种功能和命令的介绍，都配以实践操作和详细的代码。《ElasticSearch：可扩展的开源弹性搜索解决方案》是初学者学习ElasticSearch 不可多得的一本入门好书，对使用过ElasticSearch 及知道Apache Solr搜索引擎的人也颇有帮助。

O'Reilly Media-- Efficient Android Threading Asynchronous Processing Techniques for Android Applications