Posts by Pulkit Sharma

Learn how to build your very first image classification model in Python in just 10 minutes! We’ll do this using a really cool case study.

Convolutional neural networks are all the rage these days – but what are they and how do they work? Find out in this comrehensive tutorial on CNNs.

Object detection in a few lines of code? That’s what you can do with the amazing YOLO framework and we explain all about it in this guide.

This article is a comprehensive guide to course #2 of the deeplearning.ai specialization – hyperparameter tuning, regularization & more in neural networks!

Introduction Which algorithm do you use for object detection tasks? I have tried out quite a few of them in my quest to build …

This is a comprehensive introduction to the world of deep learning and neural networks. These are essentially course notes from deeplearning.ai’s course #1.

Object detection is seeing widespread adoption in today’s world in diverse applications. In part 1 of this series, we’ll learn the basics of the technique.

Graph theory has been around for decades. This article looks at it’s fascinating history and delves deeper into the wonderful world of graphs.

We’ve seen plenty of image classification examples, but what about videos? In this article, we will show you how to use deep learning with video data.

Dimensionality reduction Techniques : PCA, Factor Analysis, ICA, t-SNE, Random Forest, ISOMAP, UMAP, Forward and Backward feature selection.