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June 2020 Blog Posts (88)

9 Metrics To Help You Make Wise Decisions About Your Startup

Startups often feel like they are at the center of a massive crossroad. Each path has at least one person waving them on with the promise of a growth hack that will turn their crawling, infant business into one that walks and talks.

 

Who do you listen to and which metrics do you use to measure your startup? It’s a difficult pair of questions to answer and the constant chirping of everyone sharing their opinion on what’s important for your…

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Added by Muhammad Javed on June 18, 2020 at 12:00am — No Comments

Best Tools To Create AR Mobile Applications In 2020

“The world is witnessing the rise of augmented reality application. Let's know more about the tools that are required for its development. Keep reading to know more.”

 

Technology has always fascinated humankind and inspired their growth. We have come a long way by walking hand in hand with the rising tech. Some technologies have provided us with a highly secured platform, while some have transformed our professional lives. But, today we are going to…

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Added by James Smith on June 17, 2020 at 10:30pm — No Comments

How exactly do you identify an AI start-up?

 

I like this image from the twitter feed of the Paris based Venture Capitalist Michael Jackson

It shows that everyone wants to be an ‘AI start-up’ - but only when it suits them! 

So, how exactly do you build (and identify) an AI start-up

I always like to start off with a set of ground…

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Added by ajit jaokar on June 17, 2020 at 1:00pm — 1 Comment

Milvus × VGG: Building a Content-based Image Retrieval System

Introduction

When you heard “Search by Image”, did you first think of the reverse image search function by search engines such as Baidu and Google? In fact, you can build your own image search system: build your own picture library; select a picture to search in the library…

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Added by Kate Shao on June 17, 2020 at 3:00am — No Comments

Essential Programming | Sorting Algorithms

The next task in your calendar, the ranking position of your favorite sport team in the league, the contact list in your cell phone, all of these have an order. Order matters when we process information. We use order to make sense of our lives and to optimize our…

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Added by Diego Lopez Yse on June 16, 2020 at 12:30pm — 1 Comment

Streamline Your Data Science with Namara

We’ve written a lot about finding and preparing data lately. But that’s only the beginning when it comes to extracting value from it. When organizations begin flowing external data through their organization, the various issues associated with data sharing start causing problems. Some of these issues include:

  • Controlling permissions and data access, including sharing partial/filtered views or picture-in-picture data
  • Accurately tracking changes to data and monitoring how…
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Added by Thendup Tsering on June 15, 2020 at 9:30am — No Comments

DriveML: Self-Drive Machine Learning Projects

Abstract

Implementing some of the pillars of an automated machine learning pipeline such as (i) Automated data preparation, (ii) Feature engineering, (iii) Model building in classification context that includes techniques such as (a) Regularised regression [1], (b) Logistic regression [2], (c) Random Forest [3], (d) Decision tree [4] and (e) Extreme Gradient Boosting (xgboost) [5], and finally, (iv) Model explanation (using…

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Added by Dayananda U on June 15, 2020 at 5:30am — No Comments

Research Studies Reveal Shortcomings in Many Data Literacy Projects: Don’t Let This Happen to You!

Data Literacy is a hot topic in business today.

As businesses struggle to remain competitive and to do more with less, every enterprise is looking for a way to optimize resources, and to get the most out of every team member. To do that, the business management team must leverage the knowledge and skills of each team member as those skills…

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Added by Kartik Patel on June 15, 2020 at 5:00am — No Comments

Deep Learning for Object Detection: A Comprehensive Review

This article was written by Joyce Xu.

With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting applications, fast and accurate object detection systems are rising in demand. These systems involve not only recognizing and classifying every object in an…

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Added by Andrea Manero-Bastin on June 15, 2020 at 12:00am — No Comments

Logistic Regression with Math

This article was written by Madhu Sanjeevi (Mady).

In the previous story we talked about Linear Regression for solving regression problems in machine learning, This story we will talk about Logistic Regression for classification problems.

You may be wondering why the name says regression…

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Added by Andrea Manero-Bastin on June 14, 2020 at 11:30pm — No Comments

Weekly Digest, June 15

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 June 14, 2020 at 2:00pm — No Comments

Technology optimization opportunities amidst Covid-19

This is about how can automation teams leverage this current situation or treat this situation as ray of light for direction.

While this is certainly a tough time for the global and various industries, I believe that we can take benefit out of this different operating model. Business teams can work with their technology and automation teams to leverage this situation and create an optimized team / model for future.

  1. Up-skill and re-skill our…
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Added by Ranjan Bhasin on June 13, 2020 at 6:00pm — No Comments

Common errors during large RPA implementations and how to avoid

Many business process management organizations have deployed and even are working to deploy RPA (Robotics Process Automation) solutions. While a simple business workflow, which includes accessing web portals to be opened along with few decision rules and copying/pasting data, is quite easier and beneficial to automate, majority of teams start experiencing their challenges when the process workflows become fragmented and complex.

Below is the link to a whitepaper which talks about…

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Added by Ranjan Bhasin on June 13, 2020 at 5:48pm — No Comments

Stock price prediction using LSTM (Long Short-Term Memory)

In this article, I am going to show how to write python code that predicts the price of stock using Machine Learning technique that Long Short-Term Memory (LSTM).

Algorithm Selection

LSTM could not process a single…

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Added by Thenuja Shanthacumaran on June 13, 2020 at 8:30am — 3 Comments

Training with historical data! Surely, you’re joking says the IoT asset that just got connected

By

  • Priya Sharma – Sr. Data Scientist -IoT Analytics, SAS Institute Inc.
  • Saurabh Mishra – Product Management, IoT, SAS Institute Inc.

June 12, 2020

Description: Majority of AI approaches are based on the construct of training against historical data and then inferencing new data. While this is a sound and proven approach, a lot of IoT assets coming online don’t have historical data and we don’t necessarily have the time to wait.

Modern Machine…

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Added by Jane Howell on June 12, 2020 at 2:30pm — No Comments

Thursday News, June 11

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

Resources

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Added by Vincent Granville on June 11, 2020 at 12:00pm — No Comments

You're a Data Artist, not a Data Scientist

"Data Scientist" is 2020's equivalent of the rocket scientist of the 1950's: mysterious, sexy, and well-paid. But are you actually a "scientist"? While “data science” isn't fully defined yet as an academic subject (National Academies of Sciences, Engineering, and Medicine, 2018), more and more evidence seems to point to it being more of an art, rather than a science. …

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Added by Stephanie Glen on June 11, 2020 at 7:00am — 2 Comments

Perks of Using IoT in the Hospitality Sector

The Internet of Things is a disruptive technology that serves multiple industries and hospitality sector is availing benefits by adopting smart methods. The hotel businesses have moved a step ahead by implementing the IoT solutions to offer privileges and meeting up to the expectations of their consumers.

In this technological era, hospitality or the hotel sector is working more towards enhanced guest experience and earning customer loyalty rather than just profits. Merging IoT and…

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Added by Sanjeev Verma on June 10, 2020 at 11:27pm — No Comments

Causal AI & Bayesian Networks



Bullet ripping through Jack of Hearts. High speed photo by MIT's Harold (Doc) Edgerton.











Artist Harry Clarke's 1919 illustration for "A Descent into the Maelström"



Introduction



We are all familiar with the dictum that "correlation does not imply causation". Furthermore, given a data file with samples of two variables…

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Added by Robert R. Tucci on June 10, 2020 at 5:00pm — No Comments

Automating SQL Queries to Push Information to Business

Most of us working in business intelligence and data science spend a lot of time creating data models, reports and beautiful dashboards. Even though the models are great and reports look fancy, the true value is in your customers actively using it. How often do you find that nobody is actually running the report?

This hurts, but it also makes sense. People get so much information during a day, they really need to be selective. So any important information should pop out of your report…

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Added by Nanne Sluis on June 10, 2020 at 10:00am — No Comments

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