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Weekly Digest, February 17

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. To subscribe, follow this link.  …

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Added by Vincent Granville on February 14, 2020 at 6:30pm — No Comments

Supervised Learning vs Unsupervised & Semi Supervised in One Picture

Machine learning algorithms learn in three ways: unsupervised, supervised, and semi supervised. This picture illustrates the differences between the three types.

Related Articles

Association…

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Added by Stephanie Glen on February 14, 2020 at 12:30pm — No Comments

You can't containerize an appliance: why Kubernetes and high performance object storage are tech's new building blocks.

There are two forces that are fundamentally remaking the technology landscape today. One is Kubernetes and the other is high performance Object Storage. They are powering (or are shaped by, depending on your perspective) modern, data-rich applications that include AI/ML and application logs. Either way, modern applications need Kubernetes and Object Storage and Kubernetes and Object Storage owe their rise in part to these same modern applications.

They are symbiotic and they are…

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Added by Jonathan Symonds on February 14, 2020 at 10:16am — No Comments

Julia and The Reincarnation of Lisp

Background

I have programmed exclusively in C for five years so far. I can say from experience, after one and half years in C, I was beginning to understand pointers, malloc() and arrays of pointers to pointers of structs containing pointers. I really mean was beginning to understand, not…

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Added by Arnuld on February 14, 2020 at 3:00am — No Comments

Quantum Computing + Bayesian Networks = Future AI

Burma Shave ads in the service of Data Science

Added by Robert R. Tucci on February 13, 2020 at 10:59pm — No Comments

Web Personalisation with Drupal and Machine Learning

In this modern age, self-driving cars, voice-based assistants, social media feeds, and more are the tools fuelled by the technological marvel of the 21st century called machine learning.

If you wish to learn about the importance of web personalization and how machine learning impacts the Drupal development, then this article is for you.…

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Added by Ryan Williamson on February 13, 2020 at 8:25pm — No Comments

Thursday News, February 13

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

Upcoming Webinars

Technical Resources…

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Added by Vincent Granville on February 13, 2020 at 12:30pm — No Comments

Leaving Money on the Table and the Economics of Composable, Reusable Analytic Modules

Money on the Table..MOTT.  When I was the Vice President of Advertiser Analytics at Yahoo, this became a key focus guiding the analytics that we were delivering to advertisers to help them optimize their spend across the Yahoo ad network. Advertisers had significant untapped advertising and marketing spend into which we were not tapping because we could not deliver audience, content and campaign insights to help them spend that money with us.  And the MOTT was…

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Added by Bill Schmarzo on February 13, 2020 at 7:00am — No Comments

Visually Explained: What Companies Get Wrong About Failure?

Many traditional businesses hate to fail. They embrace concepts such as Fail Fast in public, but deep inside their hearts, they are scared to fail. Failure is what gives corporate employees sleepless nights. In fact, many corporate initiatives fail, such as data science projects, for example. Why is failure so unloved, and what can we do about it? We have to change the way we think about failure.



Failure is not an event, it's a process.

This distinction is…

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Added by Rafael Knuth on February 13, 2020 at 6:51am — No Comments

MLOps vs. DevOps: the similarities and differences

In this post, we explore two terms which are becoming relatively common in professional machine learning applications – MLOps and DevOps

The term MLOps refers to a set of techniques and practises for data scientists to collaborate operations professionals.. MLOps aims to manage deployment of machine learning and deep learning models in large-scale production environments.

The term DevOps comes from the software…

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Added by ajit jaokar on February 12, 2020 at 10:00pm — No Comments

Leverage Machine Learning to Boost your Social Impact

Machine learning uses a lot of data and algorithms to predict something unexplored. Machine learning is simplifying our way of living, communicating, travel and work. Everyone uses machine learning in their daily lives. There has been a data revolution in the last few years, which has modified the way we obtain, create and communicate with the data.…

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Added by Nitin Garg on February 11, 2020 at 11:00pm — No Comments

An Argument in Favor of Centaur AI

Summary:  Centaur AI is the best marriage of the machine’s ability to remember, analyze, and detect issues along with the human’s intuition to evaluate or take action on those results.  Instead of focusing on AI replacing humans, we should focus on AI in its role of augmenting humans.

 

In this angsty age where…

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Added by William Vorhies on February 11, 2020 at 1:19pm — No Comments

Using SAS Viya to Analyze Love at First Sight

The Game Changer series

By Stefan Dimitrov Stoyanov, Business Analytics Intern at Boemska

As you may have noticed from my first and second articles about SAS Viya, I fell in love at first sight with the SAS in-memory cloud analytics platform. However, do you believe you can fall in love, at first sight, with someone?

According to the 2017 Elite Singles poll the majority of people, 61% of women and 72% of men, say yes. Research…

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Added by Stefan Stoyanov on February 11, 2020 at 10:30am — No Comments

simdjson-go: Parsing gigabytes of JSON per second in Go

Written by Frank Wessels

Introduction

JSON has established itself as the "lingua franca" of the web. As such the parsing performance of JSON is hugely important for many applications. Despite the simple and human-friendly nature of JSON, it is not a technically trivial format to parse at high speeds.

Recently some new designs have been presented one of which is …

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Added by Jonathan Symonds on February 11, 2020 at 8:30am — No Comments

Predictive Analytics and Machine Learning in Retail Industry

Introduction

Predictive Analytics and Machine Learning are two related areas that are not mutually dependent, whereas Predictive Analytics can be introduced with or without Machine Learning. The differences between these two options are significant in what it can offer to benefit companies in the Business or…

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Added by Roman Chuprina on February 11, 2020 at 2:30am — No Comments

Machine Learning Chip Enhancement and Developments by 2020

Machine learning is a sub-set of artificial intelligence which performs tasks related to AI. It is currently being approved by numerous industries everywhere in world. This technology uses procedures and computational methods to teach processors to think the way individuals and animals may react in a specific situation. The presentation of this machine learning procedure can be better by growing the number of trials.

The key factors…

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Added by chaitali gawande on February 11, 2020 at 1:00am — No Comments

Mobile Application Development with Salesforce: Benefits and Pitfalls

What Is Salesforce Application Development?

It does not matter where you look or who you ask, you will find that Salesforce is the top CRM out there for any business. It is quick and easy to use as well as being a system that you can expand with many custom developed apps to suit your business. It is used by more than 150 thousand companies around the world and is continuing to grow.…

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Added by Sophia Hastings on February 10, 2020 at 11:30pm — No Comments

You should stop worrying about R vs. Python vs. whatever the tool

The big question and its answer are about solving problems. All the rest are only tools to get them done.

In a world that is daily becoming more binomial (and boring because of it), we need to focus on what really matters: solving problems.

The expectations around a great professional go far beyond the toolbox that is used. They are around on how that person is capable of getting the best of it to solve business problems.

Currently, in the so-called “age of information”,…

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Added by Leandro Guerra on February 10, 2020 at 10:45pm — No Comments

Overcoming surprises faced by Programmers migrating to Machine learning projects

Traditional programmers hit a stone-wall when they start working on Machine Learning (ML) development projects. They were used to coding based on design derived from requirements, logic/rules and when they move into a new paradigm in which rules are automatically generated from data, they are surprised. In ML paradigm, we do not find any output code and we see an output in the form of a binary object called model that goes into production. You may be wondering without measuring lines of code,… Continue

Added by Janardhanan PS on February 10, 2020 at 7:14pm — No Comments

Upskilling: What Is A Learning Sprint?

Why do we need Learning Sprints?

Virtually every company is under pressure to transform their business in order to sustain in the future. As part of these efforts, they are hiring data scientists and engineers, data analysts, and they are making huge investments into cloud, big data technologies and AI, amongst others. Virtually all employees need to unlearn what they have assumed to be true for decades, and they have to acquire new skills. Time and money are the big…

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Added by Rafael Knuth on February 10, 2020 at 10:00am — No Comments

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