Abhishek PerambaiinAnalytics VidhyaSports Analytics: Build your own winning IPL dream teamWith the advent of the rise in the number of fantasy apps, is there a way we can build an approach that might help us in forming the best…May 27, 20212May 27, 20212
Abhishek PerambaiHow a simple Probabilistic theory can give a huge insight?With the advent of a rising number of reported positive COVID cases did you ever wonder about the false positives the tests might be…Nov 13, 2020Nov 13, 2020
Abhishek Perambai2020: A slow march towards securing the MSME’s.After evaluating the present crisis, one might wonder why can’t the MSMEs operating all over India, have an insurance policy that can bail…May 29, 2020May 29, 2020
Abhishek PerambaiinAnalytics VidhyaTransformers: A curious case of “attention”In this post we will go through the intricacies behind the hypothesis of transformers and how this laid a foundational path for the BERT…May 1, 2020May 1, 2020
Abhishek PerambaiinAnalytics VidhyaGLoVE: Theory and Python ImplementationGloVe: Global Vectors for Word RepresentationsFeb 17, 20202Feb 17, 20202
Abhishek PerambaiinAnalytics VidhyaTheory behind Word Embeddings in Word2VecIn the recent advancements made by Google with their path breaking pre-trained NLP models named BERT (Bi-Directional Encoder…Jan 6, 2020Jan 6, 2020
Abhishek PerambaiinAnalytics VidhyaA deep dive into the world of gated Recurrent Neural Networks: LSTM and GRURNNs can further be improved using the gated RNN architecture. LSTM and GRU are some examples of this. The articles explain both in…Aug 2, 2019Aug 2, 2019
Abhishek PerambaiinAnalytics VidhyaDeep Dive into Convolutional Neural NetworksA deep dive into the architecture and functioning of CNN and how it is better than MLP using examples.Jul 12, 2019Jul 12, 2019
Abhishek PerambaiinAnalytics VidhyaUnderstanding Gated Recurrent Neural NetworksHow are Gated RNNs better than RNNs?Jul 11, 2019Jul 11, 2019
