Amar Budhiraja·Jul 5, 2022Deep Learning for Supervised Language Identification for Short and Long Texts! (With Code)(Image courtesy: Google.com)
Amar Budhiraja·Feb 2, 2020Word2Vec on source code: Semantic meaning of code and it’s beautiful implicationsRepresentation has revolutionized how NLP problems are approached and researchers are drawing upon these learnings to understand the…
Amar Budhiraja·Sep 20, 2018Travelling to China — The Dos and The Don’tsRecently, I did my second trip to China. I visited Beijing and Tianjin for leisure and work this time and visited Shanghai and Suzhou last…
Amar Budhiraja·May 14, 2018A simple explanation of document embeddings generated using Doc2VecIn recent years, word embeddings have gained a lot of popularity and while there are a lot of tutorials and posts on Word2Vec and Glove…A response icon1A response icon1
Amar Budhiraja·Jul 19, 2017ML 101: Linear Regression TutorialBefore we dive into the actual technique of Linear Regression, lets look at some intuition of it.A response icon2A response icon2
InTDS ArchivebyAmar Budhiraja·Jun 2, 2017Machine Learning in Search Engine AdvertisingThis post is meant to introduce some of the key papers related to machine learning challenges in search engine advertising (sponsored…
Amar Budhiraja·Dec 19, 2016MOOCs for Machine LearningThere are many-many MOOCs online related to Machine Learning. Be it stats or machine learning models or even core math, there is a lot of…A response icon2A response icon2
Amar Budhiraja·Dec 15, 2016Learning Less to Learn Better — Dropout in (Deep) Machine learningIn this post, I will primarily discuss the concept of dropout in neural networks, specifically deep nets, followed by an experiment …A response icon11A response icon11
Amar Budhiraja·Dec 8, 2016Towards Weight Initialization in Deep Neural NetworksThis post will be more technical compared to the other two. In this post, I will try to analyze how different sets of weights influence…A response icon2A response icon2
Amar Budhiraja·Dec 8, 2016Health Analytics — A Basic Statistics Study of Open Indian DataIn this blog post, I would analyse the disease versus death data for India along with complimentary datasets to reach certain insights.
