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Selected Recent Articles from Top DSC Contributors - Part 7

This is a new series, featuring great content from our top contributors. Some of these articles are rather technical in nature, but many are business-oriented and written in simple English. The entire series consists of about 120 articles. We intend to publish a new set every two weeks or so. Click here to check out the…

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Added by Vincent Granville on February 20, 2018 at 3:30pm — No Comments

New Marketing Insight from Unsupervised Bayesian Belief Networks

Introduction

“Limited-Service Restaurants” (LSRs) is how the restaurant industry refers collectively to fast food and fast-casual dining establishments.  Marketers who specialize in LSRs often employ marketing research to evaluate hypotheses about their brands or to detect segments within their markets.  An important additional purpose of market research is to understand the total structure of a market, to find out what guests consider important…

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Added by Charles Hammerslough on February 20, 2018 at 10:30am — No Comments

Off the Beaten Path - HTM-based Strong AI Beats RNNs and CNNs at Prediction and Anomaly Detection

Summary: This is the second in our “Off the Beaten Path” series looking at innovators in machine learning who have elected strategies and methods outside of the mainstream.  In this article we look at Numenta’s unique approach to scalar prediction and anomaly detection based on their own brain research.

 …

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Added by William Vorhies on February 20, 2018 at 8:30am — No Comments

Adding Program Evaluation to the Data Science Curriculum

We tried to do XYZ. Did it make a difference?”

Whether you are in the for-profit world or the not-for profit world, this is a very basic question that many people try to answer.  

You could be working at a bank trying to figure out which offer is most appealing to customers, at an online retailer figuring out which ad display gets the most clicks, at the Department of Education trying to test the effect of smaller class sizes, at the city government office trying to see if the…

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Added by Howard Friedman on February 20, 2018 at 5:30am — No Comments

4 Ways To Hire Web Testing Services: Upscale Your App Productivity

A great web application testing plan makes sure that a web application is functional and user-friendly.

By allowing the testing phase to estimate important areas of user experience, organizations can develop applications that are instantly…

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Added by Alisha Henderson on February 20, 2018 at 4:30am — No Comments

Application of Image Processing and Convolution Networks in Intelligent Character Recognition for Digitized Forms Processing

ABSTRACT

Image processing is a rapidly evolving field with immense significance in science and engineering. One of the latest

applications of Image processing is in Intelligent Character Recognition (ICR), that is the computer translation of

handwritten text into machine-readable and machine-editable…

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Added by Valiance Solutions on February 20, 2018 at 12:30am — No Comments

List of Free Must-Read Machine Learning Books

machine learning books

Machine learning is an application of artificial intelligence that gives a system an ability to automatically learn and improve from experiences without being explicitly programmed. In this article, we have listed some of the best free machine learning books that you should consider going through (no order in particular).

Mining of Massive Datasets

Author: Jure Leskovec, Anand Rajaraman, Jeff…

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Added by Shashank Gupta on February 19, 2018 at 11:00pm — No Comments

Top Trends in AI in 2018

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Added by Pradeep Menon on February 19, 2018 at 10:00pm — No Comments

Data Science Simplified Part 11: Logistic Regression

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Added by Pradeep Menon on February 19, 2018 at 10:00pm — No Comments

Cool Video: An Unexpected Use of AI and IoT to Enjoy Music

Back to the heydays of Youtube, when it was all about amateur videos. Here, with a modern twist: A guy (me) dancing while listening to music produced by the Alexa show. You can chose the music you want, skip songs you don't like, increase volume, and so on: Just ask the Alexa robot.

This is an untouched, raw video - no rehearsal of anything. An example of what IoT (Internet of Things) is.…

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Added by Vincent Granville on February 18, 2018 at 4:30pm — No Comments

Weekly Digest, February 19

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 February 18, 2018 at 9:30am — No Comments

Book: The Master Algorithm

Full title: The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World – February 13, 2018.

About the Author…

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Added by Capri Granville on February 16, 2018 at 7:00pm — No Comments

Book: Blockchain Basics

In 25 concise steps, you will learn the basics of blockchain technology. No mathematical formulas, program code, or computer science jargon are used. No previous knowledge in computer science, mathematics, programming, or cryptography is required. Terminology is explained through pictures, analogies, and metaphors.

This book bridges the gap that exists between purely technical books about the blockchain and purely business-focused books. It does so by explaining both the technical…

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Added by Capri Granville on February 16, 2018 at 7:00pm — No Comments

Simple questions to measure the ability of a data scientist

Sometimes a recruiter will find difficult to know the skills of a data science before hiring. Here are some simple questions to measure the ability of a data…

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Added by Jeefri A. Moka on February 15, 2018 at 8:30pm — No Comments

Thursday News: GIS, AI, Python, Deep Forests, Supervised Learning, Image Analysis, Correlation, and More

Here is our selection of featured articles and resources posted since Monday:

Resources and Technical

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Added by Vincent Granville on February 15, 2018 at 10:30am — No Comments

Your Journey to Data Science Maturity (by Kirk Borne)

Great, short visual summary produced by Kirk Borne. Highlights:

  • Computational
  • Ask the right questions
  • Design thinker
  • Willingness to fail
  • Participate in competitions
  • Team sport
  • Data storyteller
  • Consulting…
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Added by Capri Granville on February 15, 2018 at 9:00am — No Comments

A Guide to AWS

Even those new to IT have probably heard that everyone is “moving to the cloud.” This transition from standard infrastructure is thanks in large part to Amazon Web Services.

Currently, AWS offers “over 90 fully featured services for computing, storage, networking, analytics, application services, deployment, identity and access management, directory services, security. All…

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Added by Jayesh Bapu Ahire on February 15, 2018 at 1:00am — No Comments

What’s Better to Learn First: Spark Vs Hadoop?

Spark VS Hadoop

Spark and Hadoop are two different frameworks, which have similarities and differences. Also, both of them have their unique pros and cons. So, which one is better; Spark or Handoop? There is no exact answer, because, these platforms are different for comparison, and everyone may find some new and useful features in both of them. So let’s start from history of developing of these two.

Spark and Hadoop are…
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Added by Azharuddin on February 14, 2018 at 10:30pm — No Comments

AI: Robots Helping Each Other (Nice Video)

Interesting video by Boston Dynamics about robots helping each other to open a door. Maybe next time it will be about robots fighting against each other. Think about two armies at war against each other, with each soldier (a robot) collaborating with his team to fight the enemy (consisting of robots as well.) You could make a movie out of it!

A more peaceful example of applications is driver-less cars. These cars could cooperate together to optimize everyone's commute, unlike human…

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Added by Capri Granville on February 14, 2018 at 4:30pm — No Comments

Cloud Data Science with Azure Machine Learning

Dаtа ѕсіеnсе, аlѕо knоwn аѕ dаtа-drіvеn ѕсіеnсе, іѕ аn іntеrdіѕсірlіnаrу fіеld оf ѕсіеntіfіс mеthоdѕ, рrосеѕѕеѕ, аnd ѕуѕtеmѕ tо еxtrасt knоwlеdgе оr іnѕіghtѕ frоm dаtа іn vаrіоuѕ fоrmѕ, ѕtruсturеd оr unѕtruсturеd, ѕіmіlаr tо dаtа mіnіng.

Dаtа ѕсіеnсе іѕ a "соnсерt tо unіfу ѕtаtіѕtісѕ, dаtа аnаlуѕіѕ аnd thеіr rеlаtеd mеthоdѕ" іn оrdеr tо "undеrѕtаnd аnd аnаlуzе асtuаl рhеnоmеnа" wіth dаtа. It еmрlоуѕ tесhnіԛuеѕ аnd thеоrіеѕ drаwn frоm mаnу fіеldѕ wіthіn thе brоаd аrеаѕ оf…

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Added by VAMSI NELLUTLA on February 14, 2018 at 5:24am — No Comments

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