Al

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If Your Company Isn’t Good at Analytics, It’s Not Ready for AI

Management teams often assume they can leapfrog best practices for basic data analytics by going directly to adopting artificial intelligence and other advanced technologies. But companies that rush into sophisticated artificial intelligence before reaching a critical mass of automated processes …

Big Data

6 Areas of AI and Machine Learning to Watch Closely

This post is by Nathan Benaich, Investor and technologist, UK It’s amazingThe post 6 Areas of AI and Machine Learning to Watch Closely appeared first …

Deep Learning

推動工業4.0 技術長是關鍵角色|天下雜誌

<b>工業4.0 因應市場變化而生的轉型需求</b><p>工業4.0主要精神是讓製造由自動化走向智慧化,透過智慧化控制工廠生產設備與流程,達到彈性生產的目的。IBM大中華區移動互聯與物聯網技術總經理暨台灣IBM公司技術長林育震(Julian Lin)認為:未來是一個隨需(on-Demand)的世界。在技術上要有智慧的隨 …

製造業大數據分析 打造新一代智慧工廠 |天下雜誌

<b>製造業大數據分析五大應用</b><p>深耕製造業多年的IBM,在大數據分析上提供的不只是產品,還有結合產業知識與豐富經驗的顧問服務,幫助製造業者做出正確有效率的大數據分析。<p>IBM商業分析部資深業務劉君彥指出,目前市面上有很多大數據分析的解決方案,但大多只能做到資料視覺化,也就是以圖表呈現分析結果,而IBM MAO …

工業 4.0 製造業創新經營模式|天下雜誌

<b>製造業面對的挑戰</b><p>儘管經濟學家直指,供過於求是造成金融海嘯與全球經濟危機的核心問題,然而發生在製造業現場的狀況卻是:產品複雜性提高,但是交期越來越短、人工越來越貴,因而使得能夠完成過去需求的傳統生產線,在遭遇機台故障、零件短缺、產線缺工時造成的虧損也越發驚人;更遑論少量多樣的客製化需求對一條龍式生產線 …

企業不改變,就等著關門大吉

「你們是第一個台灣來的訪客,」已接待過中、日、韓訪客的德國工業4.0平台秘書長邦廷(Henning Banthien)在位於柏林的辦公室,開門見山地對《天下》記者說。

圖解工業4.0,未來工廠這樣運作-天下雜誌

進入正題<p>工業4.0──58秒的競爭<p><b>2016年中,天下再報導工業4.0,這次前進六個國家、九個現場,親訪德國的兩位大師,帶回「工業4.0不是自動化,而是整條價值鏈全週期管理與服務」的新觀念。</b><p>文:賀桂芬‧辜樹仁<p>工業4.0,短短三年,從概念到實踐,速度飛快。<p>西門子在安貝格(Amberg)的工業4.0示範廠 …

Alpha Go所涉及的深度學習技術

分享科普好文。<p>介紹AlphaGo的技術原理,以及背後涉及到的類神經網路以及深度學習技術。<p>註:感謝有DeepMind的朋友指出我在中文用字上的不夠精確,所以在此調整。我之前文章提到的「全局」指的是跨時間點的整場賽局,很容易被誤認為是某個特定時點整個棋盤的棋局,所以後面全部都修改為「整體棋局」。此外,關 …

【2016資安趨勢分析】工業控制系統安全日益重要,一旦癱瘓將有大災難

在2010年,被設計來攻擊伊朗核子設施的Stuxnet蠕蟲程式,首度被發現,從此之後,世人開始意識到一件可怕的事實,那就是,現在的惡意程式已經實際用於國家之間的網路戰爭武器,而且具有驚人的滲透力,並且可能造成極大的破壞力。<p>而對於重大基礎設施的系統而言,本身的安全性並未提升到足以抵禦這類攻擊的地步,一 …

torchnet

<i>torchnet</i> is a framework for torch which provides a set of abstractions aiming at encouraging code re-use as well as encouraging modular …

Machine Learning

Microsoft Computational Network Toolkit offers most efficient distributed deep learning computational performance - Microsoft Research

December 7, 2015 | By Microsoft blog editor<p><i>By Xuedong Huang, Chief Speech Scientist, Microsoft</i><p><b>Xuedong Huang</b> (Photo by Scott Eklund/Red Box …

Machine Learning

微軟透過GitHub釋出深度學習套件CNTK

微軟周一(1/25)於開源專案平台GitHub上釋出了運算網路套件(Computational Network Toolkit,CNTK),這是一個企圖以機器來模擬人腦運作、透過有向圖將神經網路描繪成一系列運算步驟的深度學習工具包,為近來頗受歡迎的人工智慧技術。<p>該專案最初是由微軟的首席語言科學家Xu …

A Comparison of IoT Gateway Protocols: MQTT and Modbus

The Internet of Things (IoT) isn’t just about new technologies: It’s also about integration with older technologies, a key attribute of which is …

Internet of Things

10個你需要知道的IoT關鍵Q&A

2015年已有260個IoT平臺,今年5月全球IoT平臺數量更達400個;臺灣新科總統蔡英文將推動臺灣成為IoT的亞洲矽谷中心,並以桃園做為IoT研發中心與試驗場域<p>iThome<p>article<p>https://www.ithome.com.tw/news/106533<p>2015年已有260個IoT平臺,今 …

Natural Language Processing

Text Analysis with<br>Machine Learning<p>Turn tweets, emails, documents, webpages and more into actionable data. Automate business processes and save hours …

Natural Language Processing

The trouble with big data? It’s called the ‘recency bias’

There’s a counter-intuitive downside to collecting vast amounts of information about economics and human behaviour: it can mean we ignore the lessons of history.<p>You may be familiar with the statistic that 90% of the world’s data was created in the last few years. It’s true. One of the first …

Algorithms

What is the difference between deep learning and usual machine learning?

That's an interesting question, and I try to answer this in a very general way.<p>In essence, deep learning offers a set of techniques and algorithms …

Deep Learning

FAIR open sources deep-learning modules for Torch

<i>Editorial note: This post originally appeared on the Facebook AI Research blog.</i><p>Progress in science and technology accelerates when scientists share …

Introducing FBLearner Flow

Many of the experiences and interactions people have on Facebook today are made possible with AI. When you log in to Facebook, we use the power of …

Artificial intelligence is changing SEO faster than you think

By now everyone has heard of Google’s RankBrain, the new artificial intelligence machine learning algorithm that is supposed to be the latest and greatest from Mountain View, Calif. What many of you might not realize, however, is just how fast the SEO industry is changing because of it. In this …

SEO

Detechter

Inspiration

libdill

Parent tries to read the result from the channel at point 4. and gets stuck. When the child finishes the computation at point 2. the parent gets …

What is machine learning?

Businesses can benefit enormously from analysis-derived rules that enable understanding why certain events occur and the corresponding actions to …

Machine Learning

Companies Are Reimagining Business Processes with Algorithms

In the early 1990s, executives and managers welcomed information technology — databases, PC workstations, and automated systems — into their offices. They saw the potential for significant business gains. Computers wouldn’t just speed up processes or automate certain tasks — they could upset nearly …

Machine Learning

An executive’s guide to machine learning

It’s no longer the preserve of artificial-intelligence researchers and born-digital companies like Amazon, Google, and Netflix.<p><b>Machine learning</b> is …

Machine Learning

Machine Learning Is Redefining The Enterprise In 2016

<b>Bottom line:</b> Machine learning is providing the needed algorithms, applications, and frameworks to bring greater predictive accuracy and value to enterprises’ data, leading to diverse company-wide strategies succeeding faster and more profitably than before.<p><b>Industries Where Machine Learning Is</b> …

Machine Learning

Gartner 副總裁分析師:物聯網時代,硬體沒什麼價值

由於物聯網潮流興起,一部份的人會認為台灣過去強勢的代工、製造業將面臨一波新的機會,但其實如果傳統的硬體製造業沒有在軟體和創新服務上下功夫,有可能在未來面臨更嚴峻的挑戰。Gartner 的副總裁榮譽分析師、研究物聯網長期發展趨勢的 Jim Tully 博士在今日的一場活動中他表示,物聯網的價值將是由服 …

微軟宣布收購義大利物聯網平台Solair,納入Azure IoT Suite|數位時代

今日,Microsoft 宣佈收購義大利物聯網平臺 Solair。具體財務細節並未透露。<p>Solair這家公司成立於2011年,一直以來也都基於Azure雲端運算平臺提供服務,因而 Microsoft 的此次出手也顯得順理成章,據官方表示,收購後,Solair 的物聯網服務將會整合進 Azure Io …