Prabhu RaghavinDecisionFactsUnderstanding Mathematics behind floating-point precisionsIntroduction10 min read·May 10, 2024----
Prabhu RaghavinDecisionFactsSimplified Explanation of Attention — Approach to Handle Efficient Memory Management for LLM Model…Sequence Model8 min read·Dec 13, 2023----
Prabhu RaghavSimplified Explanation of Principal Component Analysis (PCA) Algorithm with Online shopper's…In a modern data analysis world, Principal Component Analysis (PCA) is a technique commonly used in a variety of fields for image…8 min read·Sep 25, 2022--1--1
Prabhu RaghavinTowards Data ScienceTensorFlow Image Recognition Tutorial using Serverless Architecture — Node JSConvolutional Neural Network (CNN) based architectures such as VGG-16, GoogLeNet, ResNet, MobileNet, etc., are widely used models for…6 min read·Dec 16, 2019----
Prabhu RaghavinTowards Data ScienceUnderstanding NLP Word Embeddings — Text VectorizationProcessing natural language text and extract useful information from the given word, a sentence using machine learning and deep learning…5 min read·Nov 11, 2019--3--3
Prabhu RaghavinTowards Data ScienceUnderstanding Hyperparameters and its Optimisation techniquesWhat are Hyperparameters? In statistics, hyperparameter is a parameter from a prior distribution; it captures the prior belief before data…5 min read·Jul 3, 2018--1--1
Prabhu RaghavinTowards Data ScienceLinear Regression Simplified - Ordinary Least Square vs Gradient DescentWhat is Linear Regression? Linear regression is a statistical method of finding the relationship between independent and dependent…6 min read·May 15, 2018--12--12
Prabhu RaghavA Simple Tutorial to Classify Images Using TensorFlow — Step by Step GuideIn this tutorial, I am going to show how easily we can train images by categories using the Tensorflow deep learning framework. For this…3 min read·Apr 28, 2018--17--17
Prabhu RaghavKaggle’s Digit Recogniser using TensorFlow -LeNet ArchitectureKaggle’s Digit recogniser prediction challenge is a baby step in the computer vision category. MNIST classic dataset of handwritten images…7 min read·Mar 27, 2018--2--2
Prabhu RaghavCNN Architectures — LeNet, AlexNet, VGG, GoogLeNet and ResNetIn my previous blog post, explained about my understanding of Convolution Neural Network (CNN). In this post, I am going to detailing about…5 min read·Mar 15, 2018--3--3