SachinsoniCustom Object Detection with YOLOv7: A Step-by-Step GuideYOLOv7 is a powerful tool for real-time object detection, known for its speed and accuracy. However, what if you need to detect objects…Jun 23Jun 23
SachinsoniinTowards AIChi-Square Test in Machine LearningPicture a classroom with students choosing between two different activities: reading or playing sports. If you notice more students…May 1May 1
SachinsoniinTowards AIUnderstanding Different Kinds of Distributions in StatisticsStatistics is a powerful tool for making sense of data, and at its core lies the concept of distributions. Distributions in statistics help…Apr 267Apr 267
SachinsoniUnderstanding Multi Head Attention in TransformersHave you ever wondered how artificial intelligence models can process complex information and understand relationships between different…Apr 17Apr 17
SachinsoniUnderstanding Self Attention in TransformersWelcome to a journey into the heart of AI innovation! In this blog, we’ll explore the game-changing concept of self-attention. Imagine AI…Apr 132Apr 132
SachinsoniAttention Mechanism in Sequence to Sequence ModelIn the realm of artificial intelligence and machine learning, the concept of attention mechanisms has emerged as a powerful tool for…Apr 9Apr 9
SachinsoniExploring Sequence-to-Sequence Models : Understanding the power of Encoder and Decoder ArchitectureWelcome to our journey into the world of sequence-to-sequence models! In this blog series, we’ll delve into the fascinating realm of…Apr 6Apr 6
SachinsoniThe Epic History of LLMs : Journey from RNNs to ChatGPTIn this blog, I will take you on a journey through the amazing story of Language Models (LLMs), from their beginnings with RNNs to the…Mar 28Mar 28
SachinsoniUnlocking the Power of Gated Recurrent Unit (GRU): Understanding the Innovative ArchitectureRecurrent Neural Networks (RNNs) have long been instrumental in processing sequential data, but their traditional architectures suffer from…Mar 27Mar 27
SachinsoniUnlocking the Power of Long Short-Term Memory (LSTM) NetworksIn today’s world, where data tells stories through sequences, Long Short-Term Memory (LSTM) networks emerge as powerful tools. In this…Mar 26Mar 26