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Thursday News, February 27

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

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Added by Vincent Granville on February 27, 2020 at 12:00pm — No Comments

Augmented Analytics Engine

Role of Augmented Analytics in Future !!  Insight generation is changing (and That’s a Good Thing)

 

Have you ever been in situation when you need quick insight generation but due to lack of resources and information you lost large amount of revenue? We live in data world, not only data but Big Data. Datasets are being generated in very large volume, variety and very high speed. Just forget about handling this type of data with your Traditional BI system. Due…

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Added by Daljeet Kaur on February 26, 2020 at 10:07pm — No Comments

Let's talk about Filters in Computer Vision(with Images), what are they and how they work in easy way.

Filters are the key thing in Computer Vision(Processing image data). You would have probably used different kinds of filters like the blur filter, vintage filters, etc  in photo editing apps. Ever thought about how those filters work? . How do they give the…

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Added by Sameer Nigam on February 25, 2020 at 11:00pm — No Comments

ELAINE Symbolic AI offers community tool to cure “TL;DR” Syndrome

ELAINE Symbolic AI offers community tool to cure “TL;DR” Syndrome

 

The idea of applying Natural Language tool to advance human intelligence is not new. Examples can be found among popular search engines and chat-bots. These applications generally require Machine Learning ahead of lengthy preparations with “human in the loop” training datasets. These pre-requisites are cost intensive in terms of time, labor, infrastructure and skill.

 

A few years…

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Added by Sing Koo on February 25, 2020 at 12:00pm — No Comments

With AI It’s Adoption That Matters

Summary:  How to measure the degree and value of AI adoption among companies or even countries is hard.  Here’s a beginning proposal on how to get started.

 

We talk a great deal about whether there are enough data scientists to go around, whether our advancements in AI techniques are better than others, if…

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Added by William Vorhies on February 25, 2020 at 10:07am — No Comments

How AI in Healthcare Is Changing the Industry

AI in healthcare is something that is revolutionizing the industry and medical treatment that we as the patients receive. But AI, in general, is making inroads into virtually every field and aspect of society. Healthcare AI companies like NVIDIA healthcare and Google DeepMind Health are breaking new ground, with innovations that are helping to save lives. Let's dive into the world of AI so that you can have a better understanding of what it is all about and where it is going.…How AI in Healthcare Is Changing the Industry

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Added by Slava Vaniukov on February 25, 2020 at 9:30am — 1 Comment

How Chatbots Hold Power to Revolutionize the Finance Services?

The days of waiting in a long queue to deposit some amount in your bank accounts are gone. The digitalization of the world has improved many concepts, including the ones from the banking and finance sectors. With the help of online banking, performing transactions has become quick…

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Added by Manoj Rupareliya on February 24, 2020 at 7:51pm — No Comments

The difference between Statistics and Data Science: Big Data and Inferential Statistics

This post is based on two insightful threads I read online (References below)

Based on these, I address the question of ‘The difference between Statistics and Data Science’. Traditionally, most people, including me, would say that ‘statistics came first and Data Science builds upon statistics’. This chain of thought is valid but as you see…

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Added by ajit jaokar on February 23, 2020 at 11:49am — No Comments

Weekly Digest, February 24

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 23, 2020 at 10:30am — No Comments

Likely, unlikely, certain and impossible

I live in Jacksonville, Florida, where the odds of a hurricane on any given day are "improbable". But does that mean I shouldn't stock up on hurricane supplies and have an emergency preparedness plan? Far from it. Hurricane Irma blew through my city in 2017, causing around $85 million in damage and the worst…

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Added by Stephanie Glen on February 21, 2020 at 12:00pm — No Comments

How the Use of Design Thinking Prevents Rushing into Solution Mode

“We are too busy building the solution to bother the customer to identify, validate, value and prioritize their requirements.” – Name not disclosed to protect the ignorant

I see this habit all the time with experienced people; the tendency to jump right into solution mode when dealing with customers. Many of these experienced “experts” have seen the “problem” so many times before, that they just “know” the right solution. Heck, sometimes these “experts” even cut off or…

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Added by Bill Schmarzo on February 21, 2020 at 6:30am — 2 Comments

Thursday News, February 21

Here is our selection of featured articles and technical contributions posted since Monday.

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Added by Vincent Granville on February 20, 2020 at 12:30pm — No Comments

Regularization in Machine Learning

This article was written by Prashant Gupta.

One of the major aspects of training your machine learning model is avoiding overfitting. The model will have a low accuracy if it is overfitting. This happens because your model is trying too hard to capture the noise in your training dataset. By noise…

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Added by Andrea Manero-Bastin on February 20, 2020 at 6:00am — No Comments

Top 19 Data Science Interview Questions for Beginners

Job interviews make everyone nervous. But this is what they are designed to do. It is the most common medium to assess a candidate’s presence of mind and his/her ability to remain calm and composed in a tense situation.  In order to ace the interview, you need to have in-depth knowledge of the role you are interviewing for and what is expected. Presence of mind and strong subject knowledge assumes added significance when you are preparing for a Data…

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Added by Rahul Dharia on February 20, 2020 at 2:30am — 1 Comment

Popular Programming Languages: 1960 to 2020

In one great video.

Enjoy the video!

Added by Capri Granville on February 19, 2020 at 9:30pm — No Comments

How Machine Learning Is Changing the World

Machine learning (ML) is an application of Artificial Intelligence (AI) that provides the system with the ability to automatically learn and improve from experience rather than explicit programming. This is possible because today a large amount of data is available which lets machines to be trained rather than programmed. It is…

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Added by Vijay Singh on February 18, 2020 at 8:57pm — No Comments

Dataframe Storage Efficiency in Python-Pandas

Summary: It's no secret that Python-Pandas is central to data management for analytics and data science today. Indeed, what we're seeing now is Pandas being extended to handle ever-larger data. Underappreciated is that Pandas is a tunable platform, supporting its own datatypes as well as those from numerical library Numpy. Together, these comprise…

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Added by steve miller on February 18, 2020 at 4:46am — 5 Comments

Drawing Attention to Climate Change With Interactive Generative Art

Finding creatives ways to put climate change in the limelight is essential to motivating the intensity of participation that delivers action. There are different ways to do so – from drawing attention to climate change at major events including …

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Added by Olha Zhydik on February 18, 2020 at 4:30am — No Comments

Cloud Adoption: Myths Enterprises Must Steer Clear Of

Given the rapid pace at which technology around has evolved, there are a lot of changes that companies these days must embrace. Perhaps the most significant, as well as the crucial difference in the context of technologies for business, is the move to the cloud. Yes, companies all over the world are moving their data along with their entire IT operations to the cloud, but why? More than a few reasons come to mind, starting with the most rudimentary benefits: Digital transformation. Cloud…

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Added by Ryan Williamson on February 17, 2020 at 8:34pm — No Comments

Advanced Analytic Platforms – Changes in the Leaderboard 2020

Summary: The Gartner Magic Quadrant for Data Science and Machine Learning Platforms is just out the big news is how much more capable all the platforms have become.  Of course there are also some interesting winner and loser stories.

 

The Gartner Magic Quadrant for Data Science and Machine Learning Platforms is just out for 2020.  The really big news is how many excellent choices are now available.  In a remarkable move, the whole field of…

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Added by William Vorhies on February 17, 2020 at 12:19pm — 2 Comments

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