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Andrew N.G's machine learning public lessons Note (i): Motivation and application of machine learning

Machine learning is a comprehensive and applied discipline that can be used to solve problems in various fields such as computer vision/biology/robotics and everyday languages, as a result of research on artificial intelligence, and machine learning is designed to enable computers to have the ability to learn as humans do, because we find that computers have the functions to accomplish, Can not be achieved

---Summary and learning Catalogue of OC Learning articles

Today finally the basic knowledge of OC finished, but these knowledge is the most basic, there are a lot of high-level knowledge, this may need to learn slowly behind to understand. The following is the study of the directory of OC Tutorial, if you find that there is something wrong place, please correct me, younger brother is a freshman, more please OC veteran to spray ~ ~1.---Overview of OC Learning articles2, OC Study---The first program HelloWorld

Enhanced Learning (reinforcement learning and Control)

Enhanced Learning (reinforcement learning and Control) [PDF version] enhanced learning. pdfIn the previous discussion, we always given a sample x and then gave or didn't give the label Y. The samples are then fitted, classified, clustered, or reduced to a dimension. However, for many sequence decisions or control problems, it is difficult to have such a regular s

"Reprinted" Enhancement Learning (reinforcement learning and Control)

Enhanced Learning (reinforcement learning and Control) [PDF version] enhanced learning. pdfIn the previous discussion, we always given a sample x and then gave or didn't give the label Y. The samples are then fitted, classified, clustered, or reduced to a dimension. However, for many sequence decisions or control problems, it is difficult to have such a regular s

Discriminant model and generative model in machine learning-machine learning

What are two models? We have come to these two concepts from a few words:1, machine learning is divided into supervised machine learning and unsupervised machine learning;2, supervised machine learning is known as training set data categories to train the classifier, unsupervised machine

Canvas learning diary 1: canvas learning Diary

Canvas learning diary 1: canvas learning Diary As a result of my work, canvas is one of the most powerful elements of html5. Using it can do some wonderful things in the browser. You have heard more or less about the powerful use of canvas. I will not go into details here. The powerful function of canvas is represented by the context object of canvas. This environment variable can be obtained from the canva

Teaching and learning-What are real learning Talents

What is teaching ??? "Li Ji-Xue Ji": "It is because I learned it and then did not know enough. I taught it and learned it. If you do not know enough, you will be able to perform self-defense, and then you will be able to perform self-improvement. ." Both teaching and learning affect each other and promote each other. Higher Training is not a training institution, not a technical training! As we all know, the cost of many training institutions in the

Learning, not thinking, thinking, and not learning

Source: "The Analects of Confucius for politics" -- Zi Yue: "learning, not thinking, thinking, not learning ".Confused: Confused, meaning confused and at a loss (confused but without income.Warning: dangerous and difficult. This means that you are in academic difficulties and are confused.But: But (). We can see it as the learning method advocated by Confucius.

"False Learning" & "true learning"? Pick

What is called "false learning"?First, readingBuy a bunch of books and have a look. Reading, this is a typical fake study. Read a book do not understand still watching, is false learning, deceive themselves, comfort oneself is learning just. Professional books are well written, but most of them are for people who already know. The biggest function of reading is t

Front-end Technology learning experience sharing (first day---setting up learning environment)

I believe that a lot of friends because of learning and worry, there is a certain computer language basis of the students are OK, through various channels, such as video, books, notes can self-study, improve their ability, but if it is 0 basic students want to go into the profession, self-study on the change of too hard, after graduating from college because of various private affairs, Assorted is always disturbing. We are not able to calmly learn a n

"Reprint" UFLDL Tutorial (the main ideas of unsupervised Feature learning and deep learning)

UFLDL tutorialfrom ufldl Jump to:navigation, search Description: This tutorial would teach you the main ideas of unsupervised Feature learning and deep learning. By working through it, you'll also get to implement several feature learning/deep learning algorithms, get to see them w Ork for yourself, and learn how to a

Java Learning Notes-Class 0918 Chongdong *: A strong learning atmosphere in the Silicon Valley class

In a flash to Beijing Java training one months past, in this one months I know a lot of teachers and classmates, let me have a kind of back to school feeling, the study atmosphere is very good, each student is very diligent study, some basic good classmate also is willing to help others, classmates mutual care, mutual help, Solve a lot of learning problems, said to thank my deskmate, without his help I think I will learn very hard, each encounter prob

Machine learning Combat Machines learning in Action code video project case

Machinelearning Everyone is welcome to participate and improve: a person can walk quickly, but a group of people can go farther Machine learning in Action (Robot learning Combat) | APACHECN (Apache Chinese web) Videos updated Weekly: If you feel valuable, please help dot Star "Follow-up organization learning activities: Sklearn + TensorFlow"

The fast learning Method of program ape--taking JS learning as an example to illustrate

Recently has been busy learning, feel to do summary of time too little, sounds very good fun, like "love of the" inside, fan Liuyuan said: "That time are busy love where there is time to love." Learning and summary is the same, can not always busy learning and lead to no time to summarize, this is the most worth of things.Recent relatively high-intensity study, l

Learning PHP focuses on sticking to the discussion and learning php method_php tutorial-PHP Tutorial

Learning PHP focuses on sticking to the discussion and learning php methods. I believe that choosing a language is not based on its background and long history, but more importantly, its practicality. even if it is a brilliant history, I believe that you have chosen a language instead of looking at its background and long history. What's more important is its practicality, the flashy language, even if it is

The difference between bulk learning and online learning

First, bulk learningIn the bulk method of supervised learning, the adjustment of the prominent weights of multilayer perceptron occurs after all n examples of the training sample set , which constitute a round of training. In other words, the cost function of bulk learning is defined by the average error energy. The synaptic value adjustment of multilayer Perceptron is based on round-turn . Accordingly, a

[Method Summary] How to get started a new field/technology? -"Learning by using the knowledge tree to promote learning"

Background:As a programmer, the technology around us is constantly being upgraded.Take the web, the first only HTML, then have CSS, and then have Ajax and so on. Now the total amount of knowledge accumulated in web development is very large. So much knowledge to learn swarmed, it is easy to let us at a loss, do not know where to learn from, like a headless fly.Recently, there have been other lab classmates came to me to ask how to get started a new field, but also found their roommates all day w

Learning Strategy of TLD Dynamic Tracking System-P-N Learning

This article from http://blog.sina.com.cn/s/blog_80e381d101015fza.html1 Overview This article shows that the performance of the second-class classifier can be achieved through unlabeled dataStructuredTo improve the processing process, that is, if you know that the tag of a sample has restrictions on the tag of other samples, then the data is structured. In this paper, we propose that P-N learning uses labeled and unlabeled samples to train the second-

20165333 Learning Basics and C language Learning basics

the similarities between practicing playing basketball and learning experience in a teacher's blog?In fact, I think learning every skill is connected. The 1th is to let oneself interested in this skill, have interest, will greatly increase the initiative of learning. 2nd, the acquisition of each skill needs a lot of practice, quantitative change is the precondit

20165316 Skills Learning experience and C language learning

20165316 Skills Learning experience and C language learning one, skills learning experiencesI can play ping-pong, in China, I can only say I "will" play, as to "better than most people" I dare not assert, because I do not feel the table tennis circle is far deeper than I imagined. However, I think the process of table tennis

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