An interesting application of Benford's and Zipf's Laws to fraudulent Covid-19 data was published…

The 5G technology return on investment market registering a CAGR of 132.8% from 2020 to 2026. 5G technology is the next generation of wireless communication technology. 5G technology networks are anticipated to allow telecom providers to expand consumer services such as video streaming, virtual reality applications; support new industrial uses such as industrial monitoring systems, industrial sensors; support growing number of…

Hyperparameter tuning is considered time-consuming and computationally expensive as it requires testing numerous combinations before attaining the optimum values. Using the available tuning libraries do not solve these issues as many of them randomly investigate the solution space while others are built for general use without adequately understand the hidden features in deep learning optimization. In this piece of writing, I am glad to introduce the state of art aisaratuners…

"Artificial Intelligence is one of the most important things humanity is working on. It's more profound than I don't know, may be electricity or fire." - Google CEO Sundar Pichai

We are living in an era of Artificial Intelligence (AI) and robotic machines. The future we used to see in the movies back in our childhood is here. We are finally embracing the…

Web Hosting Service Industry Market

The Web Hosting Service Industry Market analysis summary by BMR is a thorough study of the current trends leading to this vertical trend in various…

In today’s data-driven world, companies across the globe are plunging into the humungous pool of online customer information that is made available through different modes of data collection. More than 2.5 quintillion bytes of data are created each day, and this number just keeps on growing. Moreover, it was found that 67% of customers were willing to give their data for some benefits in terms of…

Introduction and Motivation

Cyber-attacks have been bothering people lately; however, 2020 shows us that there are no limits for people who are behind these crimes. Hackers used to crack down people's websites, personal accounts, but now, it is more about getting a bigger fish. The spheres that…

Introduction

There are six broad questions which can be answered in data analysis according to an article called “What is the question?” By Jeffery T. Leek, Roger D. Peng. These questions help to frame our thinking of data science problems. Here, I propose that these questions also provide a unified framework for relating statistics…

If you want some holiday reading, here is something for you 

I think  this is extraordinarily generous 

Applications of Deep Neural Networks 575 page free book by Jeff Heaton 

TOC below download links at the end of the post

Happy holidays :)  

0.1 Introduction . . . .…

This article was written by Johannes Rieke.

Abstract

A very lightweight tutorial to object detection in images. We will bootstrap simple images and apply increasingly complex neural networks to them. In the end, the algorithm will be able to detect multiple…

This article was written by Berkeley AI Research (BAIR) Laboratory.

Abstract 

We investigate conditional adversarial networks as a general-purpose solution to image-to-image translation problems. These networks not only learn the mapping from input image to output image, but…

• Ten-fold differences have been reported in Covid-19 death rates.
• Estimate issues are because of how the data is calculated.
• Why the same data can yield gross overestimates and underestimates.
  
  

What is the actual death rate for Covid-19? After nearly a year of the pandemic, no one can…

Is it accurate to mention that you are simply checking out top software development trends in 2021? All things considered, you're within the perfect spot! Here you'll peruse different software development trends of 2021. The greater a part of the IT anticipates come up short? It’s hardly any stunning for a big number of folks who realize the complexities and dynamic nature of the software development industry. So on make due in this capricious industry of consistent…

Over the last decade or so, object storage use cases have evolved considerably as they replace traditional file and block use cases. Specifically the need to work with small data objects is becoming commonplace. Yes, there’s still plenty of large objects but small objects are becoming more prevalent than large for specific workloads and application environments.

Traditional object storage systems were designed for large objects that were infrequently accessed. With today’s…

AI is taking over. In 2021, we’re going to see machine learning taking on a bigger role in data analysis as algorithms become capable of reducing error and producing more accurate models within themselves. These algorithms cover iterative processes, decision trees as well as multi-dimensional splitting of datasets. Machine learning is enabling data analysts to have new and greater insights, affecting everything from marketing departments to the way we learn. Here are the essential machine…

Prescriptive analytics is the most sophisticated type of business analytics and can bring the greatest intelligence and value to businesses. It aims at suggesting (prescribing) the best decision options in order to take advantage of the predicted…

Trustable data is defined as data that comes from reliable sources and used according to its intended and delivered in the appropriate formats and time frames for the specific users.

Trustable data helps in effective decision making. The properties mentioned in the definition makes data trustworthy for effective decision making.

Trust Factors of data:

Trustable data are good only if they meet certain basic requirements. Here are some of the…

I am a data scientist, and decided to open a restaurant last November, 10 days before the governor in my state banned dining-in (who knows for how long) and customers were already rare. Some data scientists in managerial positions dream about exiting the corporate world and envied me, at least before the Covid, when I told them my plan.

Here I explore the options and opportunities available, and this article reflects my optimism. I will also discuss analytics in some detail. The…