数字版，有目录。 Ubuntu Server is a complete, free server operating system that just works, with the extra Ubuntu polish, innovation, and simplicity that administrators love. Now, there’s a definitive, authoritative guide to getting up and running quickly w
Introduction to Machine Learning with Applications in Information Security-CRC(2018).epub For the past several years, I’ve been teaching a class on “Topics in Information Security.” Each time I taught this course, I’d sneak in a few more machine lea
This book is an introduction to structured and unstructured grid methods in scientific computing, addressing graduate students, scientists as well as practitioners. Basic local and integral grid quality measures are formulated and new approaches to
For the past several years, I’ve been teaching a class on “Topics in Information Security.” Each time I taught this course, I’d sneak in a few more machine learning topics. For the past couple of years, the class has been turned on its head, with ma
Most of us have heard about the term Machine Learning, but surprisingly the question frequently asked by developers across the globe is, "How do I get started in Machine Learning?". One reason could be attributed to the vastness of the subject area
Building RESTful Web Services with Spring 5 – Second Edition: Leverage the power of Spring 5.0, Java SE 9, and Spring Boot 2.0 Find out how to implement the REST architecture to build resilient software in Java with the help of the Spring 5.0 framew
Introduction; MapReduce Frequent Itemsets Mining Locality-Sensitive Hashing I Locality-Sensitive Hashing II Clustering Dimensionality Reduction Recommender Systems I Recommender Systems II PageRank Link Spam and Introduction to Social Networks Socia
Joel Grus ■■ Get a crash course in Python ■■ Learn the basics of linear algebra, statistics, and probability— and understand how and when they're used in data science ■■ Collect, explore, clean, munge, and manipulate data ■■ Dive into the fundamenta
The book is divided into three parts: ■ Part 1 starts by exploring what machine learning is and highlighting TensorFlow’s crucial role. Chapter 1 introduces the terminology and theory of machine learning, and chapter 2 tells you everything you need
基于Java实现的SCAN社团发现算法，含有示例数据集。 Paper: 《SCAN: A Structural Clustering Algorithm for Networks》 Auther: Xiaowei Xu, Nurcan Yuruk, Zhidan Feng, Thomas A. J. Schweiger Conference: SIGKDD 2007
TensorFlow Machine Learning Cookbook by Nick McClure TensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and will let you dig
What You Will Learn Work with data analysis techniques such as classification, clustering, regression, and forecasting Handle structured and unstructured data, ETL techniques, and different kinds of databases such as Neo4j, Elasticsearch, MongoDB, a
