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Sitemap
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
Welcome to my page!
About me
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Posts
Finding similar images using Deep learning and Locality Sensitive Hashing
Published:
Blog Transferred to Medium.com.
Real-time Multi-Facial attribute detection using computer vision and deep learning with FastAI and OpenCV
Published:
Blog Transferred to Medium.com.
MultiLayer Perceptron using Fastai and Pytorch
Published:
Blog Transferred to Medium.com.
Leaf Disease detection by Tranfer learning using FastAI V1 library
Published:
Blog Transferred to Medium.com.
Multi-Layer perceptron using Tensorflow
Published:
Blog Transferred to Medium.com.
Building Neural Network from scratch
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
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
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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
Model building, Explainability, and Deployment
Published:
Presentation and codes on “Model building, Explainability, and Deployment”. This was material presented by me in Social Data science meetup on 28th July, 2018
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.