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다음 검색품질, ‘하둡’으로 높인다 | Bloter.net

다음 검색품질, ‘하둡’으로 높인다 | Bloter.net | EEDSP | Scoop.it

Daum Communications is try to improve the quality of search result  using 'Hadoop'

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EEDSP
Digital Signal Processing, Data Analytics, Big Data, HPC, Deep Learning, GPGPU, Distributed and Parallel Computing, Natural Language Processing
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Introducing TensorFlow Hub: A Library for Reusable Machine Learning Modules in TensorFlow

One of the things that’s so fundamental in software development that it’s easy to overlook is the idea of a repository of shared code. As programmers, libraries immediately make us more effective. In…
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Oxford Course on Deep Learning for Natural Language Processing

Oxford Course on Deep Learning for Natural Language Processing | EEDSP | Scoop.it
Deep Learning methods achieve state-of-the-art results on a suite of natural language processing problems. What makes this exciting is that single models are trained end-to-end, replacing a suite of specialized statistical models.
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IoT is at the Heart of Industry 4.0

IoT is at the Heart of Industry 4.0 | EEDSP | Scoop.it
Smart phones, smart TVs, smart cars. Machine everywhere are becoming more intelligent, and the manufacturing process itself (the smart factory) is not far behind the curve. In fact, predictions from business and IT experts are buzzing about the way in which IoT technologies are moving toward a revolution of the manufacturing industry. It will come ... Read more
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The 8 Neural Network Architectures Machine Learning Researchers Need to Learn

The 8 Neural Network Architectures Machine Learning Researchers Need to Learn | EEDSP | Scoop.it
In this blog post, I want to share the 8 neural network architectures from the course that I believe any machine learning researchers should be familiar with to advance their work.
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Top 10 Python, AI and Machine Learning Open Source Projects

Top 10 Python, AI and Machine Learning Open Source Projects | EEDSP | Scoop.it
Top 10 Python, AI and Machine Learning Open Source Projects
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Ten Machine Learning Algorithms You Should Know to Become a Data Scientist

Ten Machine Learning Algorithms You Should Know to Become a Data Scientist | EEDSP | Scoop.it
To become Data Scientists, you should know basics of some common machine learning algorithms, which would help to engage with a new-domain problem.
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Open Source Deep Learning Frameworks and Visual Analytics

Open Source Deep Learning Frameworks and Visual Analytics | EEDSP | Scoop.it
Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural Networks. This article explains why Deep Learning is a game changer in a
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6 Types of Artificial Neural Networks Currently Being Used in Machine Learning

6 Types of Artificial Neural Networks Currently Being Used in Machine Learning | EEDSP | Scoop.it
Artificial neural networks are computational models which work similar to the functioning of a human nervous system. There are several kinds of artificial neural networks. These type of netw
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【スマートスピーカーの裏側に迫る】(第2回)Alexaが一歩リードするSkill数が鍵、問いへの返答を返すクラウドサービスの内部構造【ネット新技術】

【スマートスピーカーの裏側に迫る】(第2回)Alexaが一歩リードするSkill数が鍵、問いへの返答を返すクラウドサービスの内部構造【ネット新技術】 | EEDSP | Scoop.it
 スマートスピーカーは“AIスピーカー”とも呼ばれ、声で呼び掛けて質問すると、応答を返してくれるもの。AmazonやGoogle、LINE、Appleなどが発売しているが、その裏側では、どうやって質問に対して音声で応答しているのだろうか? 今回は、スマートスピーカーにさまざまな機能を提供するクラウドサービスの状況について解説する。(編集部)
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Beginners Guide to Chatbots - Data Science Central

Beginners Guide to Chatbots - Data Science Central | EEDSP | Scoop.it
Summary:  This is the first in a series about Chatbots.  In this first installment we cover the basics including their brief technological history, uses, basic…
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Microsoft pitches Windows 10 as an AI platform for developers

Microsoft pitches Windows 10 as an AI platform for developers | EEDSP | Scoop.it
Microsoft's latest AI-infused message is that Windows 10 Redstone 4 will give developers a unique AI platform. But what does this really mean?
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An Introduction to Snips NLU, the Open Source Library behind Snips Embedded Voice Platform

The Snips Embedded Voice Platform allows any device manufacturer to build a Private by Design voice interface to their product. It handles Wakeword Detection, Speech Recognition, and Natural Language Understanding

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Sample Projects for Data Scientists in Training - Data Science Central

Sample Projects for Data Scientists in Training - Data Science Central | EEDSP | Scoop.it
Here is a list of potential projects to help you complete your master in data science or in a related field. 

Project #8: Detecting fake reviews on Amazon
Bu…
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Announcing TensorRT integration with TensorFlow 1.7

Announcing TensorRT integration with TensorFlow 1.7 | EEDSP | Scoop.it
Today we are announcing integration of NVIDIA® TensorRTTM and TensorFlow. TensorRT is a library that optimizes deep learning models for inference and creates a runtime for deployment on GPUs in production environments. It brings a number of FP16 and INT8 optimizations to TensorFlow and automatically selects platform specific kernels to maximize throughput and minimizes latency during inference on GPUs. We are excited about the new integrated workflow as it simplifies the path to use TensorRT from within TensorFlow with world-class performance. In our tests, we found that ResNet-50 performed 8x faster under 7 ms latency with the TensorFlow-TensorRT integration using NVIDIA Volta Tensor Cores as compared with running TensorFlow only.
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5 Things You Need to Know about Sentiment Analysis and Classification

5 Things You Need to Know about Sentiment Analysis and Classification | EEDSP | Scoop.it
We take a look at the important things you need to know about sentiment analysis, including social media, classification, evaluation metrics and how to visualise the results.
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nGraph: A New Open Source Compiler for Deep Learning Systems

nGraph: A New Open Source Compiler for Deep Learning Systems | EEDSP | Scoop.it
We are pleased to announce the open sourcing of nGraph, a framework-neutral Deep Neural Network (DNN) model compiler that can target a variety of devices. With nGraph, data scientists can focus on data science rather than worrying about how to adapt their DNN models to train and run efficiently on different devices. Continue reading below [...]Rea
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Comparing MLaaS: Amazon AWS, MS Azure, Google Cloud AI

Comparing MLaaS: Amazon AWS, MS Azure, Google Cloud AI | EEDSP | Scoop.it
Using ML services, you can build first working models yielding valuable insights with a small team. Let’s have a look at the best machine learning platforms.
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Machine Learning Workloads in Data Centers – Auro Tripathy –

Machine Learning (ML) will become pervasive across all Data Centers services. Here, you’ll learn about ML Data Center workloads at Facebook and Google. My findings come from their own publications…
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The Exciting Evolution of Machine Learning

The Exciting Evolution of Machine Learning | EEDSP | Scoop.it
Machine Learning is currently dedicated to the completion of much more mundane tasks in a centerlised (almost all cases) with some exceptions it also runs on distributed infrastructure.In machine learning various specific algorithms and services are managed at the most efficient place between the actual sourc
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5 Fantastic Practical Natural Language Processing Resources

5 Fantastic Practical Natural Language Processing Resources | EEDSP | Scoop.it
This post presents 5 practical resources for getting a start in natural language processing, covering a wide array of topics and approaches.
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Which machine learning algorithm should I use?

Which machine learning algorithm should I use? | EEDSP | Scoop.it
This resource is designed primarily for beginner to intermediate data scientists or analysts who are interested in identifying and applying machine learning algorithms to address the problems of their interest.
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TensorFlow* Optimizations on Modern Intel® Architecture | Intel® Software

TensorFlow* Optimizations on Modern Intel® Architecture | Intel® Software | EEDSP | Scoop.it
This paper introduces the Artificial Intelligence (AI) community to TensorFlow* optimizations on Intel® Xeon® and Intel® Xeon Phi™ processor-based platforms.
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Top 10 Python libraries of 2016 - Tryolabs Blog

Top 10 Python libraries of 2016 - Tryolabs Blog | EEDSP | Scoop.it
Update (12/19/2017): other editions of this post: 2017, 2015.
Last year, we did a recap with what we thought were the best Python libraries of 2015, which was widely shared within the Python community (see post in r/Python). A year has gone by, and again it is time to give due credit for the awesome work that has been done by the open source community this year.
Again, we try to avoid most established choices such as Django, Flask, etc.
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Windows 10’s next major update will include Windows ML, a new AI platform

Windows 10’s next major update will include Windows ML, a new AI platform | EEDSP | Scoop.it
Microsoft is planning to include more artificial intelligence capabilities inside Windows 10 soon. The software giant is unveiling a new AI platform, Windows ML, for developers today, that wil
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