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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

Building Neural Network from scratch

11 minute read

Published:

In this notebook, we are going to build a neural network(multilayer perceptron) using numpy and successfully train it to recognize digits in the image. Deep learning is a vast topic, but we got to start somewhere, so let’s start with the very basics of a neural network which is Multilayer Perceptron. You can find the same blog in notebook version here.

Solving business usecases by recommender system using lightFM

17 minute read

Published:

In this post, I am going to write about Recommender systems, how they are used in many e-commerce websites. The post will also cover about building simple recommender system models using Matrix Factorization algorithm using lightFM package and my recommender system cookbook. The post will focus on business use cases and simple implementations. The post only cover basic intuition around algorithms and will provide links to resources if you want to understand the math behind the algorithm.

Website launch

less than 1 minute read

Published:

Finally got time to build my own website on Github. This is my first post and I would like to thank Academic Pages which provided with a wonderful repository to help me get started with building this website.

talks

Introduction to Keras

Published:

Presentation and codes on “Introduction of Keras”. This was material presented by me in Analyze This! meetup on 13th September, 2017

Deep dive in Hierarchical clustering

Published:

Presentation and codes on “Deep dive in Hierarchical Clustering”. This was material presented by me in Analyze This! meetup on 11th October, 2017

Transfer learning

Published:

Presentation and codes on “Transfer learning”. This was material presented by me in Analyze This! meetup on 8th November, 2017

teaching

LNMIIT -Plinth Data science Workshop

Workshop, LNMIIT, 2016

Conducted a data science workshop for LNMIIT,Jaipur Techno-Management-Literary Festival PLINTH. The workshop was attended by 100+ students.

DevOps for Data scientist

Workshop, Carlson School of Management, University of Minnesota, 2018

Conducted a DevOps for data scientist workshop for 2019 batch of Masters in Business Analytics student in Carlson school of management. The workshop was attended by 100+ students.