PinnedAnwesh MarwadeinTowards Data Science1x1 Convolution: DemystifiedShedding light on the concept of 1x1 convolution operation which appears in paper, Network in Network by Lin et al. and Google Inception·7 min read·Feb 19, 2021--1--1
PinnedAnwesh MarwadeinTowards Data ScienceVariational Bayes: the intuition behind Variational Auto-Encoders (VAEs).The high computational cost of inferring from a complicated and often intractable, ‘true posterior distribution’ has always been a…·7 min read·Jan 22, 2021--4--4
PinnedAnwesh MarwadeinTowards Data ScienceKalman Filtering: An Intuitive Guide Based on Bayesian ApproachConceptualising Kalman Filtering using Bayesian thinking·9 min read·Dec 10, 2020--3--3
PinnedAnwesh MarwadeinTowards Data ScienceTo or not to SMOTE?If a picture says a thousand words, your data probably says a lot more! You just need to listen. An article on Synthetic Over-Sampling7 min read·Nov 22, 2020----
PinnedAnwesh MarwadeinThe StartupThinking GenerativelyIn minimising the error in our ML models, the benefits of intentionally incorporating errors or noise into our models is often overlooked!·5 min read·Nov 13, 2020----
Anwesh MarwadeData Scientist’s Guide to Effective Self-Promotion: Boost your online presence with simple…How to effectively self-promote as a data scientist. Showcase your work, build your brand, and collaborate.5 min read·Apr 30, 2023----
Anwesh MarwadeinTowards Data ScienceModelling Physiological Signal Estimation as a Deep Learning Problem·9 min read·May 3, 2021----
Anwesh MarwadeinArtificial Intelligence in Plain EnglishImage Classification in a Single Dimension using MNIST 1-DMNIST 1-D is an interesting dataset that challenged the status quo by providing a low-cost, low-resource alternative to MNIST image…·4 min read·Mar 4, 2021----
Anwesh MarwadeWhy you NEED to show your workA motivational call-to-arms for self-promotion.5 min read·Dec 8, 2020----