Published inAnalytics Vidhya·Oct 9Fine-Tuning SimplifiedEverything you want to know about Fine-Tuning in Machine Learning. — “Entities should not be multiplied without necessity.” — William of Ockham In the 14th century, a philosopher named William of Ockham loved simplicity. Ockham believed scientists should favor simpler formulas or theories over needlessly complex ones. …Machine8 min readMachine8 min read
Published inTowards AI·Jul 10From Text to Beyond WordsA brief history of the Large Language Models (LLMs) — It seems probable that once the machine thinking method had started, it would not take long to outstrip our feeble powers… They would be able to converse with each other to sharpen their wits. At some stage therefore, we should have to expect the machines to take control. — Alan…Artificial Intelligence8 min readArtificial Intelligence8 min read
Published inAnalytics Vidhya·May 30Pygmalion AI: Expectations’ Ability to Shape RealityIn the vast tapestry of our modern world, a remarkable technological marvel known as Pygmalion AI has woven its way into our lives, captivating hearts and minds alike. Like a modern-day incarnation of the ancient Greek myth, Pygmalion AI transcended conventional artificial intelligence, transforming the very fabric of our existence…ChatGPT8 min readChatGPT8 min read
Published inAnalytics Vidhya·May 2The VOICE- Real-Time Voice CloningHello readers, trust me this article is not as dull as it sounds by the title. Here, I taught a machine to mimic a voice, and the amazing thing is you too can do that, well not mimicry of course, I meant, you too can do such a project. “People…Deepfakes10 min readDeepfakes10 min read
Published inAnalytics Vidhya·Jul 9, 2021Image Captioning: An Eye for BlindThe objective of this study is to design a variational autoencoder to model images as well as associated labels or captions. Implementation is here. About the dataset In this model, the dataset used was extracted from the Flickr8k dataset which consisted of 8,000 images, each paired with five different captions…Deep Learning4 min readDeep Learning4 min read
Jul 9, 2021Disease Classification using Medical MNISTThe objective of this study is to classify medical images using the Convolutional Neural Network(CNN) Model. Here, I trained a CNN model with a well-processed dataset of medical images. This model can be used to classify medical images based on categories provided as per the training dataset. Implementation is here… …Deep Learning4 min readDeep Learning4 min read
Published inAnalytics Vidhya·Jun 21, 2021Pokémon Classification Using CNNThe objective of this study is to classify the images of Pokemons using the Convolutional Neural Network model. In this model, well-processed images of generation-one Pokémon were fed to the convolutional neural network model and this model achieved a good accuracy of 96% on the validation set. Implementation is here. …Image Classification5 min readImage Classification5 min read
Published inAnalytics Vidhya·Jun 20, 2021Eye Movement Verification and IdentificationThe aim of this model is to determine how people may be identified based on their eye movement characteristics. In this model, readings were from any kind of eye tracker(e.g. Ober2) The sample readings were taken with 250Hz frequency using an Ober2 eye tracker and then fed to the model…Bolt Iot4 min readBolt Iot4 min read
Jul 23, 2020How Online Education Bridges Learning GapsNowadays, we are facing a great recession, there is unemployment everywhere. Every educational institute has been closed due to this pandemic. This further led to a major disruption to the public education system. According to The Print, almost 320 million students were affected due to this pandemic in India. Today…Online Learning3 min readOnline Learning3 min read
Jul 21, 2020Online Education as a Catalyst for Reforming Higher EducationIn the past, much of the education research was focused on inspecting the classrooms as a context for learning and explaining the learning processes occurring in the classroom that helps students. Today we have seen several ongoing research processes in order to study the factors affecting and enhancing the learning…Online Learning3 min readOnline Learning3 min read
