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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

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

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

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

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

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

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

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

computing engine in this field, a true streaming system that reads a single piece of data from a data source and processes it individually. Faster response time (less than one second) compared to spark Streaming,storm, which is better suited for low latency scenarios such as credit card fraud systems, advertising systems, etc. However, the advantage of comparing Storm,spark streaming is that the throughput is large, the response time is also acceptable (in seconds) and compatible with other too

Convert multiple json entries in php to an array {"SchemeName": "design scheme for ontology protection engineering of Hutian kiln site (Hulu Kiln and horseshoe kiln)", "SchemeType": "technical solution (delegated to a third party )", "DeclareYear": "2014", "SchemeStatus": "under review", "Province": "Jiangxi Province" },{ "SchemeN php multiple json strings converted to Arrays {"SchemeName": "design scheme for ontology protection engineering of Hutian

advertising budgets for this blog. 　　8. Gawker Gawker At the beginning of this year, Nick Danton, the owner of Gawker MediaDenton) began to pay writers and editors based on the article's traffic attraction. After this measure, the Gawker Media traffic increased by 38%. 　　9. Hulu Hulu Employees of established media companies such as Disney, NBC, and Fox do not like Hu