Taking My First Steps into Data Science!

Ever feel like data is the new oil, but you're missing the pipeline?♀? That was me until recently! I'm excited to announce that I've begun my journey into the fascinating world of data science.

This week, I tackled my first project: I tried to fit a linear model and a tree-based model to see which one is the best fit. Performed SHAP analysis as well to interpret the models. It may not be groundbreaking just yet (baby steps!), but I'm thrilled to be diving into the process of EDA and Data Wrangling.

I want to express my sincere gratitude to . Her inquisitive nature truly elevated this project. Her constant questions not only made the entire process more fun and informative, but they also indirectly encouraged me to delve deeper and expand my knowledge to provide her with the best possible answers. Thank you, Tejaswi, for your support and for inspiring me to learn more!

Interpretability of model project

I know the road ahead involves continuous learning and improvement. That's why I'm reaching out to my amazing LinkedIn network! I'd love to hear your constructive criticism on my project approach or any resources you recommend for a data science newbie like myself.

After all, it takes a village to raise a data scientist, right?

#datascience #learningjourney #opendatalab #alwayslearning #constructivecriticismwelcome