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Hulu machine learning questions and Answers series | The six rounds: PCA algorithm

Long time no See, Hulu machine learning questions and Answers series and updated again!You can click "Machine Learning" in the menu bar to review all the previous installments of this series and leave a message to express your thoughts and ideas, and perhaps see your testimonials in the next article.Today's theme is"Dimensionality Reduction"IntroductionThe universe is the sum of time and space. Time is a one-dimensional, and the dimensions of space, t

Ten years of sharpening a sword, American giant video site Hulu's Live system architecture practice

Hulu is a U.S.-listed online video company in 2007, offering subscription-based video services with a business model similar to the domestic love-odd art and Youku. Hulu released the latest OTT live TV app--hulu in May this year, with the aim of replacing the traditional cable TV service, and the recent emergence of live broadcast applications such as YY, Ying, e

Hulu machine learning questions and Answers series | 21: Classification, sequencing, evaluation of regression models

The answer to this issue, combined with a specific Hulu business case, can be said to be interesting and understood. Come on, learn!Today's content is"Classification, sequencing, evaluation of regression models"Scenario DescriptionIn the model evaluation process, classification problems, sequencing problems, regression problems often need to use different evaluation indicators for evaluation. However, in many evaluation indicators, most of the indicat

Implementation of Docker on yarn in Hulu

This article is the main work I have done in Hulu this year, combined with the current popular two open source solutions Docker and yarn, provide a flexible programming model, currently supporting the DAG programming model, will support the long service programming model. Based on Voidbox, developers can easily write a distributed framework, Docker as a running execution engine, yarn as a management system for cluster resources. This article i

Hulu machine learning questions and Answers series | The seventh bomb: unsupervised Learning algorithm and evaluation

I hear that Hulu machine learning is better than a winter weekend.You can click "Machine Learning" in the menu bar to review all the previous installments of this series and comment on your thoughts and comments.At the same time, in order to make everyone better understand Hulu, the menu "about Hulu" also made the corresponding adjustment, curious babies, brand t

Share the bug about continuous triggering, lagging and repeated execution of animations such as animate, slide, and fade in jQuery, jqueryanimate

Share the bug about continuous triggering, lagging and repeated execution of animations such as animate, slide, and fade in jQuery, jqueryanimate The style of my article is that I like to start with a question: This is because I recently want to make an operation option for calling out, and then I thought of the method to hide it by default and display it when I move the mouse over it. At the beginning, I planned to add a class = "active" and directly

Behind the broadband speed-up: tariffs and services remain lagging

that compared with last year, Beijing Unicom's major change in broadband this year is the addition of three mobile phone-bound "wo Family" package, of which 8 m package annual price of 1880 Yuan. Equivalent to $156 per month. This speed and price reduction is not as small and medium-sized access providers (shared 10M generally only eight hundred or nine hundred Yuan), but also fell in the back of other regions, according to reporters understand that in Guangdong, Telecommunications has introduc

SQL note (3)-issues caused by temporary table name resolution lagging

(including a temporary table. Method 2: Solutions for resolving temporary table lagging namesIf object_id ('testp') is not nullDrop proc testpGo Create proc testp@ Var intAsCreate Table # temp (K1 int identity)If @ Var = 1Alter table # temp add C1 int default 0ElseAlter table # temp add C1 varchar (10) default 'zsls'Insert # temp default valuesExec ('select K1, C1 from # temp ')Go Note: It is necessary to use dynamic SQL, because the newly added colu

Animate animation lagging execution Solution

Animate animation lagging execution Solution JQuery Animation: Animate is prone to continuous triggering and delayed execution; The following solutions can be used to solve problems such as delayed and repeated execution of slideUp, slideDown, and animation in jQuery: 1. Set the event on the trigger element to delayed processing to avoid the problem of delayed execution (using setTimeout) 2. We recommend that you stop all animations before trigge

What if win10 is very slow? Win10 lagging optimization method, win10 card

What if win10 is very slow? Win10 lagging optimization method, win10 card With the official launch of the Windows 10 system, I believe that many qualified users have upgraded the win10 system, and some users may encounter computer card problems. How can we improve the computer response speed, how to optimize the computer system? Let's share with you the experience of improving the responsiveness of win10 system. In many cases, viruses may damage ou

Hulu machine learning questions and Answers series | 17: Classical variant of random gradient descent algorithm

This is the second machine study this week, is also the 17th article of the Hulu Face Test series ~ All the content before can be found in the menu bar "machine learning", may you warm, know new.Today's content is"Classical variants of the random gradient descent algorithm"Scenario DescriptionReferring to the optimization method in deep learning, people would think of stochastic Gradient descent (SGD), but SGD is not the ideal balm, but sometimes it b

Hulu machine learning questions and Answers series | 16: Classic Optimization algorithm

Nocedal. "On the limited memory BFGS method for large scale optimization." Mathematical Programming 45.1 (1989): 503-528.Next Topic Preview"The classical variant of the random gradient descent algorithm "Scenario DescriptionReferring to the optimization method in deep learning, people would think of stochastic Gradient descent (SGD), but SGD is not the ideal balm, but sometimes it becomes a pit. When you design a deep neural network, if you only know to train with SGD, and in many cases you get

The product logo is indeed chaotic and lagging

He found that the current GM product logo is indeed chaotic and lagging phenomenon (www.dna-china.org ). Some enterprises only use small fonts to mark "transgenic" in the inconspicuous aspects of product packaging, and some enterprises simply do not make any GM logo."If the hospital can restore non-invasive genetic testing early, I will be able to make multiple choices, less suffering from point of skin ." Yesterday, when an online message was sent, t

Animation lagging of the navigation controller in pushViewController,

Animation lagging of the navigation controller in pushViewController, When debugging the navigation controller yesterday, we found that the animation was choppy during push. The code for the choppy problem was as follows: 1-(void) tableView :( UITableView *) tableView didSelectRowAtIndexPath :( NSIndexPath *) indexPath {2 UIViewController * newController = [[UIViewController alloc] init]; 3 newController. title = @ "new controller"; 4 [self. navigatio

Solve the Problem of webpage lagging with a large number of Flash in Ubuntu using Firefox

Solve the problem that gnash occupies a large amount of resources when Firefox opens a webpage with a large number of Flash in Ubuntu7.10. A typical example is Sina. Once a webpage is opened, the CPU resource usage soared to about 70%, and keep it

China's "social morality lagging behind" has not kept up with "the pace of economic take-off"

A blog recommended by Sina attracted me: "back home, I don't get used to it" http://blog.sina.com.cn/s/blog_4ac430cb01000djj.html Then many people criticized: What do I get used to when I return home? With Sina Blog express my BS

Solution to website snapshot lagging

In the last few days of optimization found that their website http://www.111cn.net snapshot lag 11 days, Next let's look at my analysis and solution: From the figure above, we can see that the website is normally indexed every day, but the website

Hulu written test programming-big integer addition

I took part in Hulu's test on Friday. I had a lot of questions in 70 minutes and I was not prepared enough. It took 40 minutes for the first 10 multiple choice questions, the last five blank questions had to be left blank. In this case, the time is

BW: infoset data status lagging Problem

As we all know, in infoset, DSO cannot use navigation attributes, so it generally adds master data At this time, there is a small problem. When Analyzer displays the master data, because there is no new data, the data status displayed in the

Infopath (I went to a company interview a few days ago and mentioned infopath. The result was a question and a question. Seems to be lagging behind)

Http://www.microsoft.com/china/office/infopath/prodinfo/default.mspx (Microsoft Base Camp) After reading Microsoft infopath, I started to worry about Wang Zhidong.Http://it.sohu.com/2004/05/26/65/article220266520.shtmlMicrosoft Office infopath 200

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