Building algorithmic agents with neural networks is the go-to business strategy in the current technology environment. Now, Google’s Tensorflow library helps developers build these agents with pre-defined functions for easy implementations of various tasks. In this article, we shall be going through the steps to setup an environment for development of these models with Tensorflow […]
The post How To Set Up The AI Development Environment For The First Time With Tensorflow appeared first on Analytics India Magazine.
Neural networks are very popular in the field of artificial intelligence applications like object detection or image classification. Now researchers have discovered a way to find out obesity-prevalent areas with the aid of convolutional neural networks. Researchers from the University of Washington, Seattle, have been taking satellite images of the earth and using them to […]
The post This AI Is Scouting For Obesity-Prone Persons From Space, And It’s Actually A Good Thing appeared first on Analytics India Magazine.
Neural networks are very popular in the field of artificial intelligence applications like object detection or image classification. Now researchers have discovered a way to find out obesity-prevalent areas with the aid of convolutional neural networks. Researchers from the University of Washington, Seattle, have been taking satellite images of the earth and using them to […]
The post This AI Is Scouting For Obesity-Prone Persons From Space, And It’s Actually A Good Thing appeared first on Analytics India Magazine.
As part of our Theme of the Month — ‘Leading Tools And Techniques Used By Analytics And AI Practitioners’, we bring to you a splendid conversation we had with Sonal Pingle, Lead Analyst – Product and Technology at Quantium, a data science company based in Australia. Having a solid experience of more than seven years […]
The post Long Query Run Time Is The Big Pain Point In Big Data Space Says Quantium’s Sonal Pingle appeared first on Analytics India Magazine.
To a large extent, deep learning is all about solving optimisation problems. According to computer science researchers, stochastic gradient descent, better known as SGD has become the workhorse of Deep Learning, which, in turn, is responsible for the remarkable progress in computer vision. Despite its simplicity, SGD is a simple variant of classical gradient descent […]
The post How Stochastic Gradient Descent Is Solving Optimisation Problems In Deep Learning appeared first on Analytics India Magazine.
Contrary to most industry insiders’ opinion, Chinese tech giant Alibaba recently revealed that they backed India’s draft on data localisation. To the immense surprise of its global competitors, Simon Hu, President of Alibaba Cloud said that the core principle of their company was “respecting data security and privacy”, which is what they are doing, by supporting […]
The post Alibaba Is Surprisingly OK With India’s Data Localisation Policy Draft appeared first on Analytics India Magazine.
Modern agriculture has come a long way over the last two decades. With many technological advancements, the practices in farming have evolved from traditional methods to digital tools. Now, advancements in machine learning and artificial intelligence is being used in this field to ensure growing demands are met by optimising resources. The Indian government think […]
The post Soon Machine Learning Algorithms Will Accurately Determine Produce Yield For Farmers appeared first on Analytics India Magazine.
The International, which is the FIFA of Dota 2, a complex battle arena game, had an artificial intelligence system compete with professional players in the 2018 tournament. Earlier this August, an AI player called Five, created by OpenAI, failed to defeat professional human gamers. Despite having the training and “experience” of over 180 years, the […]
The post Revenge Of The Humans: Why Open AI Five Could Not Win The Dota 2 Championship appeared first on Analytics India Magazine.
Indexing is one of the fundamental aspects of computer architecture and computer science. For many decades now, indexes have been designed by hand by computer scientists and we have worked with indexing techniques like B-trees and HashMaps. But researchers at Google and MIT have perceived a future where indexes could be learnt instead of being […]
The post Indexing By Learning: A Revolutionary Idea Than Can Shake The Core Of Computer Science appeared first on Analytics India Magazine.
In an exciting revelation, a new LinkedIn report has suggested that India has the third-highest penetration of artificial intelligence skills in the world. The report also added 46% of the Indian workforce studied in this research didn’t need any upskilling, as their skill sets were already up-to-date. This number stands at 48% for China and […]
The post India Among Top 3 Countries In AI Skills: LinkedIn Report appeared first on Analytics India Magazine.