Machine Learning

Dynamic Product Pricing Using Python

Sun, 03 Jan 2021 by Pritish Jadhav / Data Science

Product pricing plays a pivotal role at various stages of a product lifecycle and has a direct impact on a brand’s bottom line. In this blog post, we shall use the explore-exploit strategy for determining the optimal price for a SINGLE product.

Read more

Building Web APIs Using Python & Flask.

Wed, 21 Aug 2019 by Pritish Sunil Jadhav / Frameworks

There is a huge surge in number of Machine Learning based products which are being actively researched and developed across the globe. One of the crucial factors in the delivery of an ML product is the ability to expose the trained model/predictions to the world. In this article, I will provide a step-by-step guide for developing a web app using Flask.

Read more

Binary Classification using Logictic Regression using numpy

Sun, 08 Jul 2018 by pritish jadhav / Machine Learning

Logistic Regression is one the most basic algorithm on ML. With the likes of sklearn providing an off the shelf implementation of Linear Regression, it is very difficult to gain an insight on what really happens under the hood. This tutorial is aimed at implementing Logistic Regression from scratch in python using Numpy.

Read more