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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

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

Tencent executives reduce stocks by tens of millions of Hong Kong dollars

Sina Science and technology news on the morning of May 20, according to Hong Kong media reports, Tencent Management recently set up the current shares, the company's president Lau in Monday to reduce the 200,000 shares Tencent shares, a total of 15.916 million Hong Kong dollars. According to the stock exchange of Hong Kong, Lau in Monday, with an average price of HK $79.582 per share and 200,000 shares of Tencent, the shareholding fell to 0.62%, after the reduction, Lau a total of HK $15.916 mi

Both CEO Hua youcentury and CFO resigned and grand executives took over

Like the elders of the entrepreneurial team, I would like to express my deepest condolences! Netease technology newsOn the evening of June 23, October 15, huafu century announced that CEO Xiang song and CFO and Guo Xiaoqing both resigned for personal reasons, and the Senior Vice President of Shanda network, Yan Haibin, acted as the acting CEO and financial director.Yao Li acts as the agent CFO, And the appointment takes effect immediately. This is the first major personnel change in the c

Wudao-20-year career experience of IT executives (study note 5)

Understand the intention of the boss in every sentence. 1.6 change boss Learn to get along with different bosses. Gain insight into their character characteristics and ways of doing things. Chapter 6 Job hopping: Have you thought about it? Job-hopping is a trade-off, Is a complex process of various factors, Every job-hopping, The most important thing is to ask yourself-"What exactly do I want ?" 2.1 "three no hops" A. Not for money. B. Don't jump when your performance is poor. C. Do not change

Microsoft executives will attend the D9 conference to showcase Windows 8 systems next week

Steven sinovski, head of Microsoft Windows division, will present the Windows 8 system at the D9 conference next week. Sina technology news Beijing Time on May 24 Morning News, Microsoft Windows department director Steven Sinofsky (Steven Sinofsky) confirmed today that Microsoft will be held next week's ninth session D: the Windows 8 system is publicly displayed at the All Things Digital Conference (hereinafter referred to as the "D9 Conference. Sinovsky is mainly responsible for Microsoft's fl

Microsoft executives talk about Windows Server R2

migrate more or less. Therefore, you first need to identify new cloud products at the server level. But how do you attract people to be interested in buying these desktop devices and services? Anderson: First of all, we are a equipment and service company. We will be capable of distinguishing between our equipment and the need to create these devices. I think we have proved it for a long time. But I have a second job, which is to get out of the device that the user chooses. We want our back e

11 tips from top 500 executives to candidates

Author: GlenWhat are the shortcomings of Chinese employees? Top 500 executives in the world look at the interview performance of each job seeker. Education, experience, professionalism, ability, in the world's top 500 of the idea of how much weight. Bingqi, a Shanghai Jiaotong University scholar who studies youth employment for a long time, has a dialogue with nearly 30 senior managers of Fortune 500 enterprises on the employment of young students. In

The four main reasons for Yahoo's downfall the three top executives are hard to take off responsibility

December 24 News, according to foreign media reports, investment company Ironfire Capital founder and President Eric Jackson (Eric Jackson) recently said that there are four factors that led to the fall of Yahoo, and Yang and three senior executives are not responsible. From 2002 to 2004, when it shifted to digital advertising, Yahoo was proud to occupy the headlines of major media. And four years later, Yahoo also did not leave the media line of sig

Security researchers discovered the Instagram vulnerability and was threatened by FaceBook executives

Security researchers discovered the Instagram vulnerability and was threatened by FaceBook executives An independent security researcher claims that he has discovered a series of security vulnerabilities and configuration defects in Instagram. By exploiting these vulnerabilities, he successfully obtained access to sensitive data stored on the Instagram server. After reporting these vulnerabilities to related vendors, he was threatened by Facebook.Have

Executive Officer of the generation of unity Namwon Palace: how traditional developers do mobile games well, unity executives

Executive Officer of the generation of unity Namwon Palace: how traditional developers do mobile games well, unity executives According to paper.com/recently, Jeferson Valadares has just become general manager and vice president of product R D at Bandai Namco. He has been engaged in mobile games and social games for ten years, works in EA, BioWare, Playfish, Digital Chocolate, and other companies. On the first day of his tenure, he expressed

Intel executives decryption: Which of the following determines your development height?

a profession or organization, and his/her final retirement. Career research shows that in the early stages of career, due to the strong plasticity of individuals, the cost of career conversion is low, if you have an accurate positioning and long-term planning for your career at this stage, it will be very helpful for your future growth and development. The IT industry is on the rise. The emergence and updating of new technologies are fast. There are many opportunities for multinational enterpri

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

Nokia design executives talk about interaction, design, product

Marko Ahtisaari, Nokia's design director, N9 's stunning design last year made him a public sight. Recently he received the interview of the Guardian, talked a lot about mobile phone interaction, about products, about Microsoft, about the next

IBM lawsuit request dismissed cannot prevent former executives from joining Dell

"Sohu It News" Beijing time June 27 news, according to foreign media reports, a U.S. federal court judge in Friday dismissed the IBM request for the former mergers and acquisitions business Tadavid Johnson (David Johnson) could not join Dell's

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