Market Mix Modeling using Pycaret and Streamlit (part 1)!!
MMM solutions are an integral part of the marketing analytics team. We need to develop, run, and deploy multiple models of MMM analysis. ...
Recent posts
Will Vedic maths improve existing ML Algorithms?
I have always been amazed by the Vedic maths and its speed. We can solve many existing calculations using Vedic Mathematics.
Refer this if you need PySpark or SparkR code snippets!
We need to change the table formats from spark dataframes to pandas or R dataframe when we prefer SQL, Python, and R in the same notebook...
Role of the Data Scientist
The role of the data scientist is not always well defined and well structured. People have various views regarding this role.
Human Mobility Data and COVID-19
Human mobility data has been pivotal in many fields. We can leverage the mobility data to track current issues.
AI Image Restoration using Excel and R
When you encounter an old image which is damaged, being a data scientist, you need to find a way to restore the image.
Cannibalization Effect in Optimization
It is very important to incorporate the cannibalization effect in realtime optimization problems. This post describes my approach from sc...
USA Traffic Accidents!!
This blog highlights few findings from a countrywide traffic accident dataset (USA), collected from February 2016 to December 2019, using...
The Ground Water Crisis in India!!
Water scarcity in India is due to both natural and human-made causes. The main factors that is contributed to water issues include poor m...