Archives for training
While innovations like ChatGPT are celebrated globally, the cost of implementing it in non-English countries poses a huge challenge
The post How Affordable Tokenisation Will Increase AI Accessibility in Indian Languages appeared first on Analytics India Magazine.
“The more you sweat in peace, the less you bleed in war” Norman Schwarzkopf Deliberate practice differentiates great from the good. Be it Michael Jordan or Rafael Nadal or Gary Kasparov, what makes them exceptional is the time they have put in to hone their skills. Moreover, practise is also a game of strategy and…
The post How Sports Analytics Company Stupa Transforms The Way Players Train appeared first on Analytics India Magazine.
AudioSet Dataset is developed by the Google Sound and Video Understanding team. The core member of the AudioSet Dataset is Jort Florent Gemmeke.
The post Guide To Google’s AudioSet Datasets With Implementation in PyTorch appeared first on Analytics India Magazine.
The COVID crisis has skyrocketed the applications of artificial intelligence — from tackling this global pandemic, to being a vital tool in managing various business processes. Despite its benefits, AI has always been scrutinised for its ethical concerns like existing biases and privacy issues. However, this technology also has some significant sustainability issues – it…
The post How Having Bigger AI Models Can Have A Detrimental Impact On Environment appeared first on Analytics India Magazine.
The COVID crisis has skyrocketed the applications of artificial intelligence — from tackling this global pandemic, to being a vital tool in managing various business processes. Despite its benefits, AI has always been scrutinised for its ethical concerns like existing biases and privacy issues. However, this technology also has some significant sustainability issues – it…
The post How Having Bigger AI Models Can Have A Detrimental Impact On Environment appeared first on Analytics India Magazine.
What is the solution for faster training of deep neural networks? Building fast processors? That is true, but now we have GPUs and TPUs. What if the speed is not enough? Should we develop processors that are even faster? No, says a team of researchers from Google AI. According to the researchers, the accelerators are…
The post What Is Data Echoing And How Does It Make Training Faster appeared first on Analytics India Magazine.
Overfitting is a common phenomenon in deep learning where a particular model learns the training data just too well. In other words, the model becomes useless if we try to do something that is a bit different from the training dataset, which is often the case in real-world problems. The machine learning engineers can neither…
The post Can We Afford Zero Training Loss When There Are No Errors? appeared first on Analytics India Magazine.
Learning contextually is associated with intelligence. In machines, this characteristic has so far been elusive. However, a group of researchers in their recent work claim that there is an uncanny way in which machines approach targets through shortcut learning. The emergence of shortcut learning also coincides with the increased usage of deep neural networks, which…
The post What Happens When Machines Take Shortcuts appeared first on Analytics India Magazine.