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May 2020 Blog Posts (87)

The subtle art of chatbot development- Client Requirements versus Client Expectations

Chatbots are virtual agents capable of emulating the conversation of a human. Chatbots are becoming very popular in providing online services or queries. Recently, chatbots have been gaining lots of limelight due to the development of Natural Language Processing (NLP) capabilities. Today, a chatbot can respond in a similar way a human agent would. Being devoid of emotions, a chatbot can be expected to offer the same quality of service throughout the day.

 

Despite the several…

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Added by Dr Heman Mohabeer on May 16, 2020 at 6:03am — No Comments

How Digital Customer Onboarding Is Improving Customer Retention For Banks

In this digital era, customers expect convenience from their banking institutions. When the customer is given an option to sign up for a bank account either by going to the bank or by sitting at home and doing it online, it’s easy to guess what option the vast majority…

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Added by Madhukar Jangir on May 16, 2020 at 5:30am — No Comments

Machine Learning(ML) – Basic Terminologies in Context

Basic Terminology in Context – Machine learning should be treated as a culture in an organisation where business teams, managers and executives should have some basic knowledge of ML and its terminology. There are many online courses available which are designed for students, employees with little or no experience, managers, professionals and executives to give them a better understanding. This post is part 2 of …

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Added by Vinod Sharma on May 15, 2020 at 8:00pm — No Comments

Visualizing Survey Data

In this post, we will be visualizing survey data for the top survey question types. I’m Tyler Lubben, founder of VizualSurvey, a survey data cleaning tool that cleans your survey data from any survey software so you can visualize it in any of our Tableau, Power BI, Spotfire or Qlik Sense prebuilt dashboard templates. Let’s go ahead and start!

Lets start off with an…

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Added by Tyler Lubben on May 15, 2020 at 6:00am — No Comments

Thursday News, May 14

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

Resources

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Added by Vincent Granville on May 14, 2020 at 12:30pm — No Comments

ETL vs Data Preparation: What does your business need?



What is ETL?

Put simply, an ETL pipeline is a tool for getting data from one place to another, usually from a data source to a warehouse. A data source can be anything from a directory on your computer to a webpage that hosts files. The process is typically done in three stages: Extract, Transform, and Load. The first stage, extract, retrieves the raw data from the source. The raw data is then transformed to match a predefined format. Finally, the load stage…

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Added by Daniel Lucia on May 14, 2020 at 6:30am — No Comments

Why Do You Need A Defined Sales Process for Your Business?

Successful businesses are taking a structured approach to create a reliable sales process. A comprehensive sales process can help drive revenue growth by concentrating on high impact events that drive a selling opportunity across the sales process by increasing the number of time reps. Too often, sales representatives are not focused on important selling activities - the strategic milestones - that help drive their customers' decision processes. Instead, sales…

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Added by Jason Hubbard on May 14, 2020 at 5:22am — No Comments

Could your personality decide how you can collaborate with AI in future jobs?

I am currently exploring this idea in a paper

Could your personality decide how you can collaborate with AI in future jobs?

I am a strong believer in a mode where humans and AI work together and collaborate 

I also believe that if we can master this skill, we can bring manufacturing jobs back from offshore destinations

 

In the book…

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Added by ajit jaokar on May 13, 2020 at 3:19pm — No Comments

Testing the Correlation between Time Series Variables

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Added by Selcuk Disci on May 13, 2020 at 5:18am — No Comments

Will DNNs Ever Really be Explainable?

Summary: As we have become ever more enamored with DNNs, and their accuracy and utility has been paced only by their complexity we will need to answer the question of whether we will ever really be able to explain what goes on inside.

 

As we have become ever more enamored with DNNs, and their accuracy and…

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Added by William Vorhies on May 11, 2020 at 2:41pm — No Comments

COVID-19: Tuesday Blips in a “Downward Trajectory”

by Carl Hoover, Senior Advisor, Elder Research

We observe a peculiar counter-fluctuation in a COVID-19 statistic -- daily percent changes in deaths; it has a downward trend, but Tuesdays tend to see small increases.

COVID-19…

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Added by Paul Derstine on May 11, 2020 at 6:32am — No Comments

How to Safely Remove a Dynamic Shiny Module

Despite their advantages, Dynamic Shiny Modules can destabilize the Shiny environment and cause its reactive graph to be rendered multiple times. In this blog post, I present how to remove deleted module leftovers and make sure that your Shiny graph observers are rendered just once.

While working with advanced Shiny applications, you have most likely encountered the need for using Shiny…

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Added by Krystian Igras on May 11, 2020 at 12:30am — No Comments

Weekly Digest, May 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. To subscribe, follow this link.  

Featured Resources and…

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Added by Vincent Granville on May 10, 2020 at 5:30pm — No Comments

Data Science for analytical minds | Introduction

Introduction to 5-part practical guide on becoming a data scientist.

Are you someone who:

  • Has studied concepts of statistics, econometrics or mathematics?…
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Added by Shilpa Arora on May 10, 2020 at 8:42am — No Comments

Inference vs Prediction in One Picture

Inference and prediction are two often confused terms, perhaps in part because they are not mutually exclusive. Both provide pieces of the "What is data telling me?" puzzle. In fact, many inferential questions are raised as a result of predictions: For example, you might predict how input variables X, Y, and Z affect an output variable B. Then you can…

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Added by Stephanie Glen on May 10, 2020 at 6:12am — 1 Comment

Random Forest Classification explained in detail and developed in R

In supervised machine learning algorithms, Random Forest stands apart as it is arguably the most powerful classification model. When Microsoft developed their X-box game which enables you to play as per the movement of your posture, they used Random Forest over any other machine learning algorithm and over ANN (Advanced Neural Networks) as well !

I am assuming that if you are reading this blog, you are well versed with Decision Tree Classification. However, if you are not, need not…

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Added by Sourav Kumar Das on May 10, 2020 at 1:30am — No Comments

Data Science is Changing the World for the Better: Here’s How

Data science, by definition, is an interdisciplinary field which makes use of scientific processes, methods, systems, and algorithms for extracting insights and knowledge from multiple structured and unstructured data.…

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Added by Veronica Hanks on May 8, 2020 at 12:30am — 1 Comment

Is R Shiny Versatile Enough to Build a Video Game?

A Video Game? In R Shiny?

For the last two years, RStudio has been organizing a competition to showcase the power and flexibility of Shiny as a framework for creating applications. Lately I’ve been devoting my career to making Shiny apps more beautiful, and…

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Added by Pedro Coutinho Silva on May 7, 2020 at 11:00pm — No Comments

Why You Should Prioritize Data Transformation Over Other Digital Transformation Initiatives

Chance are you’re aiming to invest in a BI and analytics program to capitalize on the big data your company has been acquiring over the years. But before you spend millions on opting for expensive BI programs, take a step back and ask yourself three questions:

  1. Do I have data I can trust?
  2. Do I understand my data?
  3. Do I have a data transformation & data quality framework in place?

A, ‘No’ to these questions indicates that you need to optimize…

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Added by Farah Kim on May 7, 2020 at 7:30pm — No Comments

Thursday News, May 7

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

Resources

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Added by Vincent Granville on May 7, 2020 at 12:30pm — No Comments

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