Machine learning researcher and software developer working across reliable AI systems, complex systems modelling, and applied research.https://soumee2000.github.io/https://soumee2000.github.io/feature-engineering/Feature-Selection/https://soumee2000.github.io/feature-engineering/Feature-Selection/Let's dig into selecting the right features for training our models with statistics: variance-based methods, correlation-based methods, ANOVA, and the chi-square test.Wed, 08 Feb 2023 18:30:00 GMThttps://soumee2000.github.io/basics/Neural-Nets-From-Scratch/https://soumee2000.github.io/basics/Neural-Nets-From-Scratch/It's a fascinating world full of algorithms, all of which have simple origins and lucid explanations. Let's see if you can get inspired enough to code your own neural networks.Tue, 15 Jun 2021 18:30:00 GMThttps://soumee2000.github.io/basics/Web-scrapping/https://soumee2000.github.io/basics/Web-scrapping/The abundance of data these days is overwhelming, and it is growing at an ever-increasing rate. How wonderful would it be if we could use a little of it for our analytics? Let's get started with some of the tools.Tue, 06 Apr 2021 18:30:00 GMT