This article is just to have an easy access to the posts I have written in the past. Blogs in different domains would be segmented in different sections.
Data Science — General
- How random is random? A motivation behind Data Science.
- The Tradeoff Between Prediction and Interpretation.
It’s All about regression (Series)
- Linear Regression and Ordinary Least Squares (OLS)
- Cost Functions and Gradient Descent
- Summary Table on Share Prices
- Inferential Data Analysis (coming soon)
Amazon Web Services (Series)
- Exploratory Data Analysis using Redshift, S3, python, plotly, etc (coming soon)
Incase you have any suggestions on topics you’d want me to cover in my future blogs feel free to drop a comment. :)