Deep reinforcement learning algorithms are considerably sensitive to implementation details, hyper-parameters, choice of environments, and even random seeds. The variability in the execution can put
For the penultimate talk of Day 1, Analytics India Magazine is pleased to have Adele Cutler at the second edition of Rising conference. Dr Cutler
The developers of AI systems have entered a phase where tweaking algorithms and pumping up accuracy will do no good. Questions such as fairness and
Unlike previous weeks, this time, there are a couple of mega announcements from India as well. There was also a landmark bill by the US
It might have never occurred to you how you could make sense of what your friend is blabbering at a loud party. There are all
Analytics India Magazine has brought analytics industry leaders on to the same stage through the Rising conference to discuss and address the key challenges looming
Reinforcement learning (RL) algorithm designers often tend to hard code use cases into the system because the nature of the environment in which an agent
Yesterday, AIM published an article on how difficult it is for the small labs and individual researchers to persevere in the high compute, high-cost industry
It has been recently established with OpenAI’s GPT-3 release that larger models perform better. Not just GPT, but other NLP models like T5 too have
“I’ve exchanged most of my evenings of watching TV for evenings of competing on Kaggle.” Agnis Liukis For this week’s ML practitioner’s series, Analytics India
The touchscreens which we use at supermarkets and ATMs were accidentally invented by a group of atomic physicists back in 1970. The conception of touchscreens
This week the AI community has witnessed a couple of ground shifting controversies, a couple of software releases and more. This week also marked the
“Machine learning does not have a built-in mechanism for investigating or discussing the social and political merits of its outputs.” Two thousand two hundred twelve
“The bill for miscommunication always comes due” James Clear Turing awardee Yann LeCun unintentionally sparked up a debate on the role of bias in machine
Machine learning models are designed to check for patterns in the data they are fed. But, how would they perform when they are asked to
Cloud has transitioned from just being a data hosting service to a service that can help derive intelligence out of data. Today, cloud customers are
“The transition to Apple silicon represents the biggest leap ever for the Mac.” Apple’s kicked off the 31st edition of their flagship WWDC conference yesterday.
Deep learning (DL) models are known for tackling the nonlinearities associated with data, which the traditional estimators such as logistic regression couldn’t. However, there is
A classical approach to any reinforcement learning (RL) problem is to explore and to exploit. Explore the most rewarding way that reaches the target and
This week the ML community witnessed the ire of top Kagglers when they were snubbed by Facebook that cost them a million dollar worth of
Any typical successful computer vision model first undergoes pre-training on ImageNet and then proceeds to do the tasks such as classification or captioning of the
ImageNet is one of the most popular image datasets organized according to the WordNet hierarchy. ImageNet was created with the objective to build tens of
According to PwC, AI’s potential global economic impact will reach USD 15.7 trillion by 2030. However, the enterprises who look to deploy AI are often
Jason Antic, the creator of DeOldify, one of the most popular applications of Generative Adversarial Networks(GANs), has recently tweeted that the new versions of this
For this week’s ML practitioner’s series, Analytics India Magazine got in touch with Luca Massaron, a Kaggle master, who was a former top 10 Kaggler
“It is not a dream, it is a simple feat of scientific engineering, only expensive — blind, faint-hearted, doubting world!” Nikola Tesla Discovering a new
According to a report published last year, the cost of finding a new medicine is a whopping $2.5 billion, which is up from $1.8 billion
Learning via imitation comes naturally to humans. In the age of the internet, almost all skills can be learnt by looking at the videos online.
Last week, Microsoft’s News service MSN laid-off contract-based news curators and replaced them with AI, sparking a debate on the fate of jobs in the
Google Translate was launched 10 years ago. During the initial days, Google Translate was launched with Phrase-Based Machine Translation as the key algorithm. Later, Google
Join the forefront of data innovation at the Data Engineering Summit 2024, where industry leaders redefine technology’s future.
© Analytics India Magazine Pvt Ltd & AIM Media House LLC 2024
