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 […]
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Every advancement in technology has the good and the bad side. In one of our earlier articles, we had discussed how DeepFakes software created a controversial stir where miscreants rampantly created fake pornography videos by swapping faces of celebrities, not to mention false propaganda of politicians again through videos. It clearly showed how bad a […]
The post DeepFakes Is One Of The Strangest Machine Learning Algorithms Ever. Here’s Why appeared first on Analytics India Magazine.
IBM is launching a new tool which will check biases in algorithms and try to understand how and why they crept in, and how to mitigate them. Called AI Fairness 360 (AIF360), this product by IBM is a comprehensive open-source toolkit of metrics to check for unwanted bias in datasets, machine learning models, and state-of-the-art algorithms. […]
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When we talk about WordPress, “content” and “design” are the first words that come to our mind. These two are definitely a deciding factor on whether the website will get views or not. While the quality is ensured by writers, web designers can chalk out the layout of their WordPress website. One may ask, where […]
The post 6 Ways In Which AI Is Transforming The Way WordPress Works appeared first on Analytics India Magazine.
The last couple of decades has witnessed an an over-abundance of two things — data and labels that try to define what can be done with this data to improve the quality of lives. We have had data analysis, business intelligence, business analysis, data mining, business analytics, data science – just to name a few. […]
The post The Evolving Role Of Future Data Scientists: Charanpreet Singh, Praxis Business School Gives The Lowdown appeared first on Analytics India Magazine.