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Customer Data Analytics to Uberize Retail Landscape

Drones flying in the skies to deliver packages to customers, is how technology based on data and analytics is likely to impact retail industry and consumers both – in near future. New ways and means of understanding the customers are emerging and both, online and offline retailers are embracing this data first strategy. These retailers are trying their level best to match customers to products and services.

Retail is increasingly becoming a data driven…

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Added by Chirag Shivalker on September 16, 2017 at 11:00am — No Comments

Weekly Digest, September 18

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Announcements…

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Added by Vincent Granville on September 16, 2017 at 8:30am — No Comments

25 Timeless Data Science Articles

This is our third post of a new series featuring articles published long ago. We manually selected articles that were most popular or overlooked, time-insensitive (for instance we eliminated articles about data science products because software packages and platforms have evolved so much over the last few years) and we only kept articles that still make sense and are useful today. Our previous edition …

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Added by Vincent Granville on September 15, 2017 at 10:00am — 1 Comment

Search for the fastest Deep Learning Framework supported by Keras

Summary: Performance comparison for the popular Deep Learning frameworks supported by Keras – TensorFlow, CNTK, MXNet and Theano

If there are any doubts in regards to the popularity of Keras among the Data Scientist/Engineer community and the mindshare it commands, you just need to look at the support it has been receiving from all major AI and Cloud players. Currently the official Keras release already supports Google's TensorFlow and Microsoft's CNTK deep…

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Added by Jasmeet Bhatia on September 14, 2017 at 1:30pm — 1 Comment

Thursday News: AI, IoT, Tensorflow, Machine Learning, K-NN, Data Science

Here is our selection of featured articles and resources posted since Monday. We had numerous high quality articles submitted this week!

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Added by Vincent Granville on September 14, 2017 at 8:00am — No Comments

Equestrian Sports – Where Trots Get Digital and Technology Meets Tradition

Equestrian sports is one of the oldest forms of sports entertainment. Its history can be dated back to the ancient Greek civilization. Since then, the trots have transcended the periodical barriers from time to time, walking stride to stride with the age-specific customs, and entertaining the crowds in the process. And,…

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Added by Ronald van Loon on September 13, 2017 at 4:30am — 1 Comment

What You Possibly Don’t Know About Columnar Storage

Columnar storage is a familiar data storage technique that is used by many data warehousing products because of its high effectiveness in many computing scenarios. The technique is usually a synonym of high-performance within the industry.

But is columnar storage a perfect strategy? A google shows that criticisms surrounding it are mainly about data modification. There are few discussions of its application to the read-only data analysis and computing, which will be taken care…

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Added by JIANG Buxing on September 12, 2017 at 11:00pm — No Comments

Machine Learning as a Service – MLaaS

MLaaS is neither new nor rocket science or an unknown service. In today’s time there are hundreds of companies in this domain which are working as a service provider of MLaaS (SPMLaaS). Machine learning is into so many services and applications as on date and we may not even aware of them or most of them. In the area of…

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Added by Vinod Sharma on September 12, 2017 at 10:00pm — No Comments

The Slow Decline of Google Search

While many complain about Google's increased monopoly and control over our lives, in this article, I offer a different perspective regarding Google search. I will go as far as to claim that Google's influence (as a search engine) is declining. Not that their traffic share or revenue is shrinking, to the contrary, both are probably increasing. And Google is moving in many other directions business-wise: Search might have been their first, most used and most well-known product, but the future…

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Added by Vincent Granville on September 12, 2017 at 7:30pm — No Comments

Can you be sued for using the wrong data?

After Equifax's massive data breach - social security number, date of birth, and address from 143 million Americans stolen by cyber criminals - the question is: Can a financial institution be liable for using wrong Equifax data?

One would expect that this Equifax event will result in an increase in ID theft. Banks trust credit scores provided…

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Added by Vincent Granville on September 12, 2017 at 10:00am — No Comments

Regulating AI – The Road Ahead

Summary:  With only slight tongue in cheek about the road ahead we report on the just passed House of Representative’s new “Federal Automated Vehicle Policy” as well as similar policy just emerging in Germany.  As a model of regulation on emerging AI technology we think they got this just about right.

 …

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Added by William Vorhies on September 12, 2017 at 9:35am — No Comments

Tensorflow Tutorial : Part 1 – Introduction

In this multi-part series, we will explore how to get started with tensorflow. This tensorflow tutorial will lay a solid foundation to this popular tool that everyone seems to be talking about. The first part will focus on introducing tensorflow, go through some applications and touch upon the architecture.

This post is the first part of the multi-part series on a complete tensorflow tutorial –

  • Tensorflow Tutorial – Part 1: Introduction
  • Tensorflow…
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Added by Vivek Kalyanarangan on September 12, 2017 at 12:00am — 13 Comments

IoT Data Science & “DML” – match made in heaven?

DML stands for “Dynamical Machine Learning” (more in the book, “SYSTEMS Analytics for IoT Data Science”, 2017). This match is not surprising once you realize that DML & IoT are both based on the venerable Systems Theory. Let us dig deeper . . .

Consider IoT for industrial applications. A machine is instrumented with sensors, data are collected in real-time (or at intervals), communicated to the cloud where IoT Data Science…

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Added by PG Madhavan on September 11, 2017 at 12:30pm — No Comments

Dimensional Modeling in the Age of Big Data and Hadoop

This article was written by Uli Bethke.

The full title is "Dimensional Modeling and Kimball Data Marts in the Age of Big Data and Hadoop". 

Is dimensional modeling…

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Added by Amelia Matteson on September 11, 2017 at 11:30am — No Comments

AI for Proactive Action – Leveraging Data to Drive Predictions

The previous posts in this series have covered several ways that business leaders can use to understand and explore how Artificial Intelligence can impact their business. We saw that there are several key ways in which AI advances can improve human productivity in organizations. The last two articles dived into Distillation: automating…

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Added by Roy Wilds, PhD, PHEMI Systems on September 11, 2017 at 6:00am — No Comments

Implementing kd-tree for fast range-search, nearest-neighbor search and k-nearest-neighbor search algorithms in 2D in Java and python

The following problem appeared as an assignment in the coursera course Algorithm-I by Prof.Robert Sedgewick  from the Princeton University few years back (and also in the course cos226 offered at Princeton). The problem definition and the description is taken from the course website and lectures.  The original assignment was to be done in java, where in this article both the java and a corresponding python implementation will…

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Added by Sandipan Dey on September 11, 2017 at 4:30am — No Comments

Data Analytics and Visualization In Insurance Industry

Human life is highly unpredictable, and in order to mitigate the ill effects of this unpredictability, the concept of insurance was born. As the world around is getting more complex and advanced, the rising intensity of unpredictability is not only boosting the insurance sector but also making things more challenging and difficult for the business enterprises in this sector. Thankfully,  and analytics visualization are coming forward as potential game changers in the sector and enabling…

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Added by Shantanu Chaturvedi on September 11, 2017 at 3:30am — No Comments

How machine learning APIs are impacting businesses?

In this Digital age, every organization is trying to apply machine learning and artificial intelligence to their internal and external data to get actionable insights which will help them to be closer to today’s customer. A few years back it was the field only for data scientists and statisticians,…

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Added by Sandeep Raut on September 10, 2017 at 11:30pm — No Comments

Towards Artificial General Intelligence in Enterprise – Data Science Driven by Statistics Requires New Qualitative Analytics to Model Disruptive Changes

Who’s this article for:

This blog is intended for enterprise data analysts, line of business users, and data practitioners who work with qualitative and quantitative data in decision-making.

How enterprise currently use data science and business intelligence today

Quantitative analytics based on statistical models predict outcome with data models built from historical datasets using machine-learning algorithms 

  • Enterprise managers use…
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Added by Sing Koo on September 10, 2017 at 4:00pm — No Comments

Weekly Digest, September 11

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Announcements

  • Parsons School of Design in NYC offers two 1-year master’s degree programs at the intersection of data and design. The Communication Design MPS covers advanced methods and skills for…
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Added by Vincent Granville on September 9, 2017 at 1:00pm — No Comments

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