Deploying WebApps to Azure cloud
Deploy Streamlit App to Azure app service.
Posts by Year
2022
2021
Many facets of Python’s Virtual Environments
Looking at the multiple ways of setting up a venv in Python
2020
Randomised approach to matrix decomposition: Fast SVD
An in-depth approach to Faster Singular value decomposition
Kulback Leibler Divergence
KL Divergence explained
2019
Experimenting with Jupyter Notebook
So far on this blog, all posts were written using Markdown. Markdown is very easy and learnable even for novices like me, but an issue I had was the inconven...
Rectified ADAM Optimizer
Comparison between R-Adam vs Traditional Adam optimizer
Relational Databases
Quering a relational database.
2018
Essential SQL
Curating some common and essential SQL queries.
A moment to understand argmax() function
A short post about understand how final predictions are computed
Dealing with an unbalanced dataset
Sampling techniques to overcome the problem of an unbalanced dataset during classification