@sidddhesh

FireDucks: Supercharging Pandas for Lightning-Fast Data Analysis

Sep 11, 2024 · 6 min read · In the world of data science and analytics, pandas has long reigned supreme as the go-to library for data manipulation and analysis in Python. Its intuitive API, powerful features, and extensive documentation have made it an indispensable tool for da...

GoogLeNet

May 16, 2024 · 7 min read · GoogLeNet, also known as Inception-v1, stands as a landmark achievement in the realm of convolutional neural networks (CNNs). Unveiled by researchers at Google in 2014, It introduced a novel approach to designing deep networks that not only achieved ...

Resnet Architecture Explained

Nov 25, 2023 · 6 min read · In their 2015 publication “Deep Residual Learning for Image Recognition,” Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun created a particular kind of neural network known as ResNet or Residual Network. Every consecutive winning architecture us...

Page Rank: A Billion Dollar Code

Mar 12, 2023 · 7 min read · Let’s consider a group of users who are navigating through a connected network of web pages. At any given moment, each user randomly selects a link to visit. Today, we will be focusing on how to rank these pages based on a specific model called the M...

Is there a Roadmap for Data Science?

Feb 20, 2023 · 8 min read · Before we start discussing the path to becoming a Data Scientist, it's important to note that it's not a simple domain that can be mastered in a short amount of time. It requires a significant amount of learning, practical experience, and delivering ...