Faiss: A library for efficient similarity search

@tachyeonz : This month, we released Facebook AI Similarity Search (Faiss), a library that allows us to quickly search for multimedia documents that are similar to each other — a challenge where traditional query search engines fall short.

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Prophet: How Facebook operationalizes time series forecasting at scale

@tachyeonz : Facebook is a famously data-driven organization, and an important goal in any data science activity is forecasting. Now, Facebook has released Prophet, an open-source package for R and Python that implements the time-series methodology that Facebook uses in production for forecasting at scale.

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Facebook reveals open-source wireless platform, OpenCellular

@tachyeonz : OpenCellular is Facebook’s open-source wireless access platform designed to provide internet to remote areas around the world.

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Give it a REST: use GraphQL for your APIs!

@tachyeonz : In the world of API architecture, REST has been the reigning ruler for a decade or more. Chances are that you use software built on a REST API multiple times per day on your phone, computer, or some other device.

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Deep Learning Race: A Survey of Industry Players’ Strategies

@tachyeonz : I’ve been working for quite a while now in trying to make sense of the research developments in Deep Learning. The methodology I’ve employed is through the cataloging of Design Patterns. It’s been quite effective in disentangling this ever growing complex field.

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Tags : amazon, apple, applications, baidu, companies, competition, data science, deep learning, facebook, google, innovations, m, microsoft, neural networks, research, strategy, technology, tesla, twitter, uber, use cases

Published On:December 29, 2016 at 11:54PM

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Facebook Open Source 2016 year in review

@tachyeonz : Over the past few years, Facebook’s Open Source program has grown into one of the largest and most active portfolios in the industry. In 2016, we launched 77 new projects, and our contributors made 60,000 commits.

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Tags : code, contributions, facebook, graphql, infer, m, news, open source, presto, react, react native, zstandard

Published On:December 26, 2016 at 05:06AM

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Facebook’s advice to students interested in artificial intelligence

@tachyeonz : Math. Math. Oh and perhaps some more math. That’s the gist of the advice to students interested in AI from Facebook’s Yann LeCun and Joaquin Quiñonero Candela

 who run the company’s Artificial Intelligence Lab and Applied Machine Learning group respectively.

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Tags : #stem, artificial intelligence, deep learning, facebook, m, machine learning, mathematics, probability, statistics

Published On:December 21, 2016 at 08:56PM

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Accelerating Innovation and Powering New Experiences with AI

@tachyeonz : Facebook’s long-term roadmap is focused on building foundational technologies in three areas: connectivity, artificial intelligence and virtual reality.

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Tags : #lumos, artificial intelligence, auto ml, facebook, fb learner flow, keynote, m, news, strategy, videos

Published On:November 27, 2016 at 09:36PM

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The Different Ways that Internet Giants approach Deep Learning Research

@tachyeonz : I’ve been working for quite a while now in trying to make sense of the research developments in Deep Learning. The methodology I’ve employed is through the cataloging of Design Patterns. It’s been quite effective in disentangling this ever growing complex field.

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Tags : #amazon, #baidu, #deeplearning, #facebook, #google, #ibm, #intel, #microsoft, #news, #nvidia, #openai, #salesforce, #sap, #strategy, #tesla, m

Published On:December 06, 2016 at 05:10AM

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Machine Learning is Fun!

@tachyeonz : Update: Machine Learning is Fun! Part 2, Part 3, Part 4 and Part 5 are now available! You can also read this article in 日本語 or Português.

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Tags : #ai, #analytics, #datascience, #facebook, #machinelearning, #yannlecun, m

Published On:December 02, 2016 at 11:58PM

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Facebook’s advice to students interested in artificial intelligence

@tachyeonz : Math. Math. Oh and perhaps some more math. That’s the gist of the advice to students interested in AI from Facebook’s Yann LeCun and Joaquin Quiñonero Candela

 who run the company’s Artificial Intelligence Lab and Applied Machine Learning group respectively.

Click here to read more

Tags : #artificialintelligence, #deeplearning, #facebook, #machinelearning, #mathematics, #probability, #statistics, #stem, m

Published On:December 02, 2016 at 01:41PM

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Malware uses Facebook and LinkedIn images to hijack your PC (updated)

@tachyeonz : Malware doesn’t always have to attack your computer through browser- or OS-based exploits. Sometimes, it’s the social networks themselves that can be the problem.

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Tags : #cybersecurity, #facebook, #hacking, #images, #linkedin, #malawares, #photo, m

Published On:November 29, 2016 at 01:58AM

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