Arpan Mishra – Medium

Arpan Mishra

RAG (Retrieval-Augmented Generation)

RAG Architecture

Oct 30, 2024

Oct 30, 2024

Neural Turing Machines

Neural Turing Machines (NTMs) have emerged as a groundbreaking innovation in the field of artificial intelligence, offering a novel…

Sep 26, 2024

Sep 26, 2024

Regularization Techniques in Deep Learning: A Comprehensive Guide

Regularization techniques are essential tools in deep learning to prevent overfitting, a common problem where models perform well on…

Aug 22, 2024

Aug 22, 2024

Deep Dive into the Core Concepts of Neural Networks: Chain Rule, Gradient Descent, and…

In this article, we’ll delve into the core concepts and explore how they work together to train neural networks.

Aug 21, 2024

Aug 21, 2024

Understanding the Perceptron

A perceptron is a fundamental building block in neural networks. It’s a mathematical model inspired by the biological neuron, designed to…

Aug 2, 2024

Aug 2, 2024

BAYESIAN ESTIMATION, MAP AND MMSE ESTIMATORS

Introduction

Jul 20, 2024

Jul 20, 2024

Understanding Probability Mass Function and Probability Density Function

Probability theory is a cornerstone of statistics and mathematics, offering tools to model and analyze the uncertainty and randomness…

Jul 10, 2024

Jul 10, 2024

Principal component analysis, commonly known as PCA, serves as a powerful tool for reducing the…

Though diminishing the number of variables inevitably introduces a degree of loss in accuracy, the essence of dimensionality reduction lies…

Apr 21, 2024

Apr 21, 2024

Arpan Mishra

Arpan Mishra

Passionate Data Scientist at Juniper Networks, blending healthcare,finance & supply chain expertise with tech prowess to drive impactful insights.

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