data. insight. decision. action. optimization.
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data. insight. decision. action. optimization.
The life cycle of applying data science to business: from data to insight, from decision to action, and optimization.
Curated by Hui Li
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Many Businesses Using AI Without Realizing It - InformationWeek

Many Businesses Using AI Without Realizing It - InformationWeek | data. insight. decision. action. optimization. | Scoop.it
Businesses see AI as a future investment, even though most organizations are actually already using it, a study finds.
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Machine Learning for Programmers: Leap from developer to machine learning practitioner - Machine Learning Mastery

Machine Learning for Programmers: Leap from developer to machine learning practitioner - Machine Learning Mastery | data. insight. decision. action. optimization. | Scoop.it
(a.k.a. my answer to the question: “how do I get started in machine learning?“) I’m a developer. I have read a book or some posts on machine learning. I have watched some of the Coursera machine learning course. I still don’t know how to get started… Does this sound familiar? The most common question I’m asked by developers on …
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Marketers Need Insights Artists, Not Data Scientists - AdExchanger

"Data-Driven Thinking" is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is written by Justin Petty, vice president of global media and partnerships at dunnhumby. The big data revolution helped to create a new job title: the data scientist. The title, which Harvard Business... Continue reading »
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From insight to action: why prescriptive analytics is the next big step for big data | Information Age

From insight to action: why prescriptive analytics is the next big step for big data | Information Age | data. insight. decision. action. optimization. | Scoop.it
We began with descriptive, and then predictive analytics in the enterprise- and now we are approaching the era of prescriptive analytics, turning the 'hows' and the 'whys' into 'what nows'
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Core Flaws in Attribution Modeling

Core Flaws in Attribution Modeling | data. insight. decision. action. optimization. | Scoop.it
At its core, attribution modeling tries to answer some very complex questions quickly and easily. If you are subscribed to the attribution model, make sure you are aware of its shortcomings and consider investigating other ways to prove your value.
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You Shouldn’t Start an Ad Tech Company, But If You Do…

You Shouldn’t Start an Ad Tech Company, But If You Do… | data. insight. decision. action. optimization. | Scoop.it
Tom Tunguz is a venture capitalist at Redpoint and writes about startups, fund raising, SaaS companies, and best practices for founders.
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Gartner Predicts CRM Will Be A $36B Market By 2017

Gartner Predicts CRM Will Be A $36B Market By 2017 | data. insight. decision. action. optimization. | Scoop.it
The latest enterprise software forecast from Gartner shows Customer Relationship Management (CRM) increasing to a $36.5B worldwide market by 2017, a significant increase from the $20.6B forecasted in Q1 of this year.  CRM also leads all enterprise software categories in projected growth, showing a 15.1% CAGR from 2012 to 2017, [...]
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Building a Production Machine Learning Infrastructure - insideBIGDATA

Building a Production Machine Learning Infrastructure - insideBIGDATA | data. insight. decision. action. optimization. | Scoop.it
Building a Production Machine Learning Infrastructure
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The Netflix Tech Blog: System Architectures for Personalization and Recommendation

The Netflix Tech Blog: System Architectures for Personalization and Recommendation | data. insight. decision. action. optimization. | Scoop.it
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A Better Way

A Better Way | data. insight. decision. action. optimization. | Scoop.it
There's a better way to engage customers - one which turns traditional methods on their head. Find out how with our new eBook.
Hui Li's insight:

It is a Big Data approach, Mr. Thomson!

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Deeplearning4j - Open-source, distributed deep learning for the JVM

Deeplearning4j - Open-source, distributed deep learning for the JVM | data. insight. decision. action. optimization. | Scoop.it
Open-Source Deep-Learning Software for Java and Scala on Hadoop and Spark
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Marketers Need Insights Artists, Not Data Scientists - AdExchanger

"Data-Driven Thinking" is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is written by Justin Petty, vice president of global media and partnerships at dunnhumby. The big data revolution helped to create a new job title: the data scientist. The title, which Harvard Business... Continue reading »
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Stitch Fix Technology

Stitch Fix Technology | data. insight. decision. action. optimization. | Scoop.it
Stitch Fix is a full-stack startup creating unique solutions in data-driven merchandising, massively scaled personal styling, and complex logistics.
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中国程序化广告技术生态图|China Programmatic Ad Tech Landscape – RTBChina

中国程序化广告技术生态图|China Programmatic Ad Tech Landscape – RTBChina | data. insight. decision. action. optimization. | Scoop.it
(Last Update: November, 2014/ 最近更新于2014年11月) About RTBChina:  RTBChina 是关于中国网络广告新生态系统的资讯精选。介绍DSP, DSPAN, Ad Exchange, DMP, SSP和数据交易平台在中国发展状况的专业媒体。 RTBChina发布最新的《中国程序化广告技术生态图》和行业研究报告,如果您的公司希望被列举在产业地图中,或者发布最新产品资讯请联系ecos
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Tech 2015: Deep Learning And Machine Intelligence Will Eat The World

Tech 2015: Deep Learning And Machine Intelligence Will Eat The World | data. insight. decision. action. optimization. | Scoop.it
The biggest part of big data, the unstructured part, possesses learnable patterns that we now have the computing power and algorithmic leverage to discern—and in short order.
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Lionel Messi Is Impossible

Lionel Messi Is Impossible | data. insight. decision. action. optimization. | Scoop.it
In their Group F World Cup match late last month, Argentina and Iran were still deadlocked after 90 minutes. With the game in stoppage time and the score tied at 0-0, Lionel Messi took the ball nea...
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When Science Meets Science Fiction

When Science Meets Science Fiction | data. insight. decision. action. optimization. | Scoop.it
The movie Her, Spike Jonze's winner of the Academy Award for Best Original Screenplay and nominated for 4 other Oscars, is no ordinary love story. Set in the future Los Angeles, it’s about a lonely
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So you want to manage a product? — Product Management — Medium

So you want to manage a product? — Product Management — Medium | data. insight. decision. action. optimization. | Scoop.it
Is it just me or are there a lot of aspiring product managers out there?
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VW uses algorithm to create perfect Super Bowl ad

VW uses algorithm to create perfect Super Bowl ad | data. insight. decision. action. optimization. | Scoop.it
If you let German engineers create your Super Bowl ad, this is what you'll get. And what you'll get is quite brilliant. Read this article by Chris Matyszczyk on CNET News.
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How To Create A Moore's Law For Data

How To Create A Moore's Law For Data | data. insight. decision. action. optimization. | Scoop.it
We are often reminded in press and analyst reports that more data has been created in the last year than in all previous years combined.
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Data Scientist: The Sexiest Job No One Has - InformationWeek

Data Scientist: The Sexiest Job No One Has - InformationWeek | data. insight. decision. action. optimization. | Scoop.it
Data Scientist: The Sexiest Job No One Has
InformationWeek
The role of data scientist has changed dramatically. Data used to reside on the fringes of the operation.
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