Environment Variables and how to set them
Two ways to set up environment variables for your next JavaScript project.
Dec 30, 20212 min read
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Understanding Numpy Internals
So most of the people who have been exposed to the Machine Learning and Data Science domain have come across Numpy either directly or indirectly. You could be a newbie who just watched an “intro to ML” video or a Kaggle GrandMaster with 10 years of e...
Sep 30, 20219 min read
Unmasking Bit Masks
Oh, bitmasks where do I start about those. One of the most difficult to understand topics in DSA (Data Structures and Algorithms) while simultaneously one that opens up entire new horizons for solving your problems. As someone who is constantly tryin...
Aug 5, 202110 min read
Audio Classification and Regression using Pytorch
In recent times the deep learning bandwagon is moving pretty fast. With all the different things you can do with it, its no surprise; images, tabular-data and all sorts of different media classification and generation algorithms have gotten quiet a b...
Jul 23, 202123 min read
Creating a simple autoML model using LightAutoML
Anybody who has dabbled in data science knows how important it is to select the correct features and model parameters for generating a good model, especially in tasks that involve tabular data. Feature selection is the crux of any data modelling pipe...
Jun 20, 20213 min read
Generating text similarity scores using BERT.
For a long time the domain of text/sentence similarity has been very popular in NLP. And with the release of libraries like sentence transformers and models like BERT it has become very easy to create a text/sentence similarity generator. Looking at ...
Apr 5, 20212 min read