advanced machine learning coursera

Python is widely used in scientific computing: computer vision, artificial intelligence, mathematics, astronomy, and so on. It also applies to machine learning and is expected. This article lists and describes the most useful machine learning tools and libraries for Python. In this list, we do not require these librar

Http://blog.sina.com.cn/s/blog_6b99cdb50101ix0l.htmlOne of the math related to machine learning and computer vision(The following is a space article to be transferred from an MIT bull, which is very practical:)DahuaIt seems that mathematics is not always enough. These days, in order to solve some of the problems in the library, also held a mathematical textbook. From the university to the present, the class

-eng.utoronto.ca/~datamining/DataMiningCourse.htm Data mining technology in engineering, Torontohttp://sli.ics.uci.edu/Classes/2011W-178 machine learning and data mining, University of California, IrvineKnowledge discovery of http://users.csc.calpoly.edu/~dekhtyar/466-Fall2010/data, Carpolihttp://ttic.uchicago.edu/~gregory/courses/LargeScaleLearning/a large University of Chicago study,http://www.cise.ufl.ed

from the totality of their abilities. Intelligent robots will help people to do a lot of things that people in the past do not want to do but need people to do, such as waiters, salespeople, security guards, cleaners in various places, cleaning in the family, nursing the elderly and children, housework, cooking, etc. These jobs are precisely what our society and the future society need most of the labor force. ”At this stage of the robot is in the human programmable control within the scope of

(1 bytes), and then using 2 bytes to record the length of a string, and then the actual contents of the string. In this case: 01 00 02 68 69.The next thing to say about running a constant-time pool, because the run-time pool is in the method area, we can set the method area size by JVM parameters:-xx:permsize,-xx:maxpermsize, which indirectly limits the constant pool size.Assume that the JVM startup parameter is:-xx:permsize=2m-xx:maxpermsize=2m, and then run the following code:// keep referenc

IntroductionOptimization is always the ultimate goal whether you be dealing with a real life problem or building a software product. I, as a computer science student, always fiddled with optimizing my code to the extent that I could brag on its fast ex Ecution.Optimization basically means getting the optimal output for your problem. If you read the recent article on optimization, you would be acquainted with how optimization plays an important role in O ur real-life.Optimization in

in theMachine Learning, there are many ways to build a product or solution, and each assumes a different scenario. Many times, it is not easy to browse and identify which assumptions are justified。for the newly-started machine learning of children's shoes, in the work may often encounter a variety of problems, this article and we share is the

, compactness , and metric spaces, which is the fundamentals that has to grasped before embarking on more advanced subjects such a s real analysis.Introductory functional analysis with applicationsErwin KreyszigIt's a very well written book on functional an analysis of that I-would like-to-recommend to every one who would like to study This is subject for the first time. Starting from simple notions such as metrics and norms, the book gradually unfold

continuity, connectedness, compactness , and metric spaces, which is the fundamentals that has to grasped before embarking on more advanced subjects such a s real analysis.Introductory functional analysis with applicationsErwin KreyszigIt's a very well written book on functional an analysis of that I-would like-to-recommend to every one who would like to study This is subject for the first time. Starting from simple notions such as metrics and norms,

for old machines; If you've ever heard of Android, you'll know that Linux will be widely used in tablets and mobile phones; If you have experienced Chorme Os,google doc, or WEBQQ, you will feel that the operation mode is somewhat imitation of Linux; There are a lot of software is generally showing the type of-unix version, and then out of window version; Many of the software under Linux are cross-platform, whereas window is not; The benefits of Linux on the web will also be

51CTO launches a series of Linux training tutorials (most free of charge), suitable for Linux system management, development, especially for Linux under the system operation and maintenance!through this route map learning, you can quickly and targeted to guide the Linux operations personnel fast growth. ......Introduction to--linux Basics--linux system directory and file permissions understanding--linux System Common Command operationThe construction

Novice just start to learn more confused, refer to the following, and then find relevant information to learn1 Spark Basics1.1 Spark ecology and installation deploymentDuring the installation process, understand the basic steps of the operation.Installation deploymentIntroduction to spark InstallationSource code compilation for sparkSpark Standalone InstallationSpark Standalone ha InstallationSpark Application Deployment Tool Spark-submitSpark EcologySpark (Memory compute framework)Sparksteaming

Valley Hibernate4Still Silicon Valley WebService videoSpringmvcSpringSun Yu Integration Video There are Struts2+hibernate+spring+easyui and spring Mvc+spirng+mybatis+easyui strongly recommend that you learn the framework to seeJava EE Intermediate level:JBPM Videos OldActiviti video, it's very informative.NOSQL Redis MongoDB memcachedYang Shangchang nutch frame web crawler videoWisdom Podcast Academy Series CourseWisdom Podcast May 2013 job class Java EE cloud computing has AndroidWisdom Podcas

Discovering and exploring data using advanced analytic algorithms such as large-scale machine learning, graphical analysis, statistical modelling, and so on is a popular idea, and in the IDF16 technology class, Intel software Development Engineer Wang Yiheng shares the course on machine