Prabhu Raghav – Medium

Prabhu Raghav

Prabhu Raghav
in
DecisionFacts

Understanding Mathematics behind floating-point precisions

Introduction

May 10

Understanding Mathematics behind floating-point precisions

May 10

Prabhu Raghav
in
DecisionFacts

Simplified Explanation of Attention — Approach to Handle Efficient Memory Management for LLM Model…

Sequence Model

Dec 13, 2023

Simplified Explanation of Attention — Approach to Handle Efficient Memory Management for LLM Model…

Dec 13, 2023

Prabhu Raghav

Simplified 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, 2022

Simplified Explanation of Principal Component Analysis (PCA) Algorithm with Online shopper's…

Sep 25, 2022

Prabhu Raghav
in
Towards Data Science

TensorFlow Image Recognition Tutorial using Serverless Architecture — Node JS

Convolutional Neural Network (CNN) based architectures such as VGG-16, GoogLeNet, ResNet, MobileNet, etc., are widely used models for…

Dec 16, 2019

TensorFlow Image Recognition Tutorial using Serverless Architecture — Node JS

Dec 16, 2019

Prabhu Raghav
in
Towards Data Science

Understanding NLP Word Embeddings — Text Vectorization

Processing natural language text and extract useful information from the given word, a sentence using machine learning and deep learning…

Nov 11, 2019

Understanding NLP Word Embeddings — Text Vectorization

Nov 11, 2019

Prabhu Raghav
in
Towards Data Science

Understanding Hyperparameters and its Optimisation techniques

What are Hyperparameters? In statistics, hyperparameter is a parameter from a prior distribution; it captures the prior belief before data…

Jul 3, 2018

Understanding Hyperparameters and its Optimisation techniques

Jul 3, 2018

Prabhu Raghav
in
Towards Data Science

Linear Regression Simplified - Ordinary Least Square vs Gradient Descent

What is Linear Regression? Linear regression is a statistical method of finding the relationship between independent and dependent…

May 15, 2018

Linear Regression Simplified - Ordinary Least Square vs Gradient Descent

May 15, 2018

Prabhu Raghav

A Simple Tutorial to Classify Images Using TensorFlow — Step by Step Guide

In 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, 2018

A Simple Tutorial to Classify Images Using TensorFlow — Step by Step Guide

Apr 28, 2018

Prabhu Raghav

Kaggle’s Digit Recogniser using TensorFlow -LeNet Architecture

Kaggle’s Digit recogniser prediction challenge is a baby step in the computer vision category. MNIST classic dataset of handwritten images…

Mar 27, 2018

Kaggle’s Digit Recogniser using TensorFlow -LeNet Architecture

Mar 27, 2018

Prabhu Raghav

CNN Architectures — LeNet, AlexNet, VGG, GoogLeNet and ResNet

In my previous blog post, explained about my understanding of Convolution Neural Network (CNN). In this post, I am going to detailing about…

Mar 15, 2018

CNN Architectures — LeNet, AlexNet, VGG, GoogLeNet and ResNet

Mar 15, 2018

Prabhu Raghav

Prabhu Raghav

Co-Founder & CTO — Decisionfacts.ai - Data Scientist, Architect, Full Stack Developer — Tech Enthusiast, Learner

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