Amar BudhirajaDeep Learning for Supervised Language Identification for Short and Long Texts! (With Code)(Image courtesy: Google.com)Jul 5, 2022Jul 5, 2022
Amar BudhirajaWord2Vec 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…Feb 2, 2020Feb 2, 2020
Amar BudhirajaTravelling 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…Sep 20, 2018Sep 20, 2018
Amar BudhirajaA 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…May 14, 20181May 14, 20181
Amar BudhirajaML 101: Linear Regression TutorialBefore we dive into the actual technique of Linear Regression, lets look at some intuition of it.Jul 19, 20172Jul 19, 20172
Amar BudhirajainTowards Data ScienceMachine 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…Jun 2, 2017Jun 2, 2017
Amar BudhirajaMOOCs 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…Dec 19, 20162Dec 19, 20162
Amar BudhirajaLearning 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 …Dec 15, 201611Dec 15, 201611
Amar BudhirajaTowards 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…Dec 8, 20162Dec 8, 20162
Amar BudhirajaHealth 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.Dec 8, 2016Dec 8, 2016