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Analyzing Logs and More - a Big Data Architecture | SmartData Collective

Big data and log filesSplunk's great success in providing the tools for a sysadmin to delve into previously inaccessible log files has opened up the market for deeper analysis on data in log files.Volume and Variety in log files...
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Digital Signal Processing, Data Analytics, Big Data, HPC, Deep Learning, GPGPU
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16 Free Data Science Books

16 Free Data Science Books | EEDSP | Scoop.it
16 free data science books for the aspirational data scientist, covering
statistics, Python, machine learning, the data science process, and more.
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Understanding your Spark application through visualization

Understanding your Spark application through visualization | EEDSP | Scoop.it

In the past, the Spark UI has been instrumental in helping users debug their applications. In the latest Spark 1.4 release, we are happy to announce that the data visualization wave has found its way to the Spark UI. The new visualization additions in this release includes three main components:

Timeline view of Spark eventsExecution DAGVisualization of Spark Streaming statistics
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Open-sourcing Facebook Infer: Identify bugs before you ship

Open-sourcing Facebook Infer: Identify bugs before you ship | EEDSP | Scoop.it
Facebook Infer is a static program analyzer that Facebook uses to identify bugs before mobile code is shipped.
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Real-time Analytics at Massive Scale with Pinot | LinkedIn Engineering

Real-time Analytics at Massive Scale with Pinot | LinkedIn Engineering | EEDSP | Scoop.it

Pinot is the infrastructure that powers 18 member facing analytics products and more than 15 internal analytics products.

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Inceptionism: Going Deeper into Neural Networks

Inceptionism: Going Deeper into Neural Networks | EEDSP | Scoop.it

Artificial Neural Networks have spurred remarkable recent progress in image classification and speech recognition. But even though these are very useful tools based on well-known mathematical methods, we actually understand surprisingly little of why certain models work and others don’t. So let’s take a look at some simple techniques for peeking inside these networks.

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分散システム処理モデルに関する動向について(MapReduceからBorgまで)

分散システム処理モデルに関する動向について(MapReduceからBorgまで) | EEDSP | Scoop.it
今回は、Googleから公開されたBorgなる論文を大規模分散システムの処理モデル的な観点から考察してみたいと思います。端的に言えば、Borgも含めた最近のクラウド環境の分散システムには重要なパラダイムシフト的な潮流があります。
大規模分散システムの処理モデル的な観点で、最初に近年のクラウド環境の分散システム動向を整理しつつ、最後にBorgから直近の分散システムの潮流を考察してみます。
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Planarian regeneration model discovered by artificial intelligence

Planarian regeneration model discovered by artificial intelligence | EEDSP | Scoop.it
An artificial intelligence system has for the first time reverse-engineered the regeneration mechanism of planaria—the small worms whose extraordinary power to regrow body parts has made them a research model in human regenerative medicine.
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Why has R, despite quirks, been so successful?

By David Smith I was on a panel back in 2009 where Bow Cowgill said, "The best thing about R is that it was written by statisticians. The worst thing about R is that it was written by statisticians." R is undeniably quirky — especially to computer scientists — and yet it has attracted a huge following for a domain-specific language, with more than two million users wordwide. So why has R become so successful, despite being outside the mainstream of programming languages? John Cook adeptly tackles that question in a 2013 lecture, "The R Language: The Good The Bad...
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You’re Not a Data Scientist

You’re Not a Data Scientist | EEDSP | Scoop.it
Many of my friends, colleagues and contacts have started calling themselves Data Scientists. A number of resumes have cr…
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Microsoft acquires BlueStripe to help customers improve application visibility and management across the datacenter and cloud - The Official Microsoft Blog

Microsoft acquires BlueStripe to help customers improve application visibility and management across the datacenter and cloud - The Official Microsoft Blog | EEDSP | Scoop.it
I’m pleased to announce that Microsoft has completed the acquisition of BlueStripe Software, a leading provider of application management technology. BlueStripe’s solution helps map, monitor and troubleshoot distributed applications across heterogeneous operating systems and multiple datacenter and cloud environments. BlueStripe is commonly used today by customers to extend the value of Microsoft System Center by adding application-aware infrastructure performance monitoring. More and more, busi
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Torch vs Theano - FastML

Torch vs Theano - FastML | EEDSP | Scoop.it
Recently we took a look at Torch 7 and found its data ingestion facilities less than impressive. Torch’s biggest competitor seems to be Theano …
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Newest - Vim Colors

Vim Colors can automatically generate previews of Vim colorschemes from GitHub repos.
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Programming Language Theory by steshaw

Finding a path to enlightenment in Programming Language Theory can be a tough one, particularly for programming pracitioners who didn’t learn it at school. This resource is here to help. Please feel free to ping me or send pull requests if you have ideas for improvement.

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OpenCL™ 2.0 - Image Enhancements - AMD

OpenCL 2.0 introduces several image-processing enhancements. One is a read_write access qualifier that allows your code to read from and write to certain image types in the same kernel.
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Google, Microsoft, Mozilla And Others Team Up To Launch WebAssembly, A New Binary Format For The Web

Google, Microsoft, Mozilla And Others Team Up To Launch WebAssembly, A New Binary Format For The Web | EEDSP | Scoop.it

Google, Microsoft, Mozilla and some of the engineers on the WebKit project today announced that they have teamed up to launch WebAssembly, a new binary format..

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The Unicode Blog: Announcing The Unicode® Standard, Version 8.0

The Unicode Blog: Announcing The Unicode® Standard, Version 8.0 | EEDSP | Scoop.it

Version 8.0 of the Unicode Standard is now available. It includes 41 new emoji characters (including five modifiers for diversity), 5,771 new ideographs for Chinese, Japanese, and Korean, the new Georgian lari currency symbol, and 86 lowercase Cherokee syllables. It also adds letters to existing scripts to support Arwi (the Tamil language written in the Arabic script), the Ik language in Uganda, Kulango in the Côte d’Ivoire, and other languages of Africa. In total, this version adds 7,716 new characters and six new scripts.

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Application of PageRank algorithm to analyze packages in R

Application of PageRank algorithm to analyze packages in R | EEDSP | Scoop.it
This article explains practical application of PageRank algorithm used by search engines to analyze packages in R with few commands on R like miniCran, pkgdep.
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Machine Vision Algorithm Chooses the Most Creative Paintings in History | MIT Technology Review

Machine Vision Algorithm Chooses the Most Creative Paintings in History | MIT Technology Review | EEDSP | Scoop.it
Picking the most creative paintings is a network problem akin to finding super spreaders of disease. That’s allowed a machine to pick out the most creative paintings in history.
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Announcing Apache Spark 1.4

Announcing Apache Spark 1.4 | EEDSP | Scoop.it
Today I’m excited to announce the general availability of Spark 1.4! Spark 1.4 introduces SparkR, an R API targeted towards data scientists. It also evolves Spark’s DataFrame API with a large number of new features. Spark’s ML pipelines API first introduced in Spark 1.3 graduates from an alpha component. Finally, Spark Streaming and Core add visualization and monitoring to aid in production debugging.  We’ll be publishing in-depth posts covering Spark’s new features over the coming weeks. Here I’ll briefly outline some of the major themes and features in this release.
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Announcing SparkR: R on Spark

Announcing SparkR: R on Spark | EEDSP | Scoop.it
[Cross-posted at the Databricks blog]I am excited to announce that the upcoming Apache Spark 1.4 release will include SparkR, an R…
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The Untold Story of Microsoft's Surface Hub

The Untold Story of Microsoft's Surface Hub | EEDSP | Scoop.it
A man with a dream. A company in flux. A secret factory outside Portland. And a hyper-ambitious gambit to reimagine how meetings happen.
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