Prabhu RaghavinDecisionFactsUnderstanding Mathematics behind floating-point precisionsIntroductionMay 10May 10

Prabhu RaghavinDecisionFactsSimplified Explanation of Attention — Approach to Handle Efficient Memory Management for LLM Model…Sequence ModelDec 13, 2023Dec 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…Sep 25, 20221Sep 25, 20221

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…Dec 16, 2019Dec 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…Nov 11, 20193Nov 11, 20193

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…Jul 3, 20181Jul 3, 20181

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…May 15, 201813May 15, 201813

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…Apr 28, 201817Apr 28, 201817

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…Mar 27, 20182Mar 27, 20182

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…Mar 15, 20183Mar 15, 20183