python snake cartoon

Python Quickstart

I have been coding in Python, on and off, for two years now. Yet every time I am about to start a new project, I look for those quick recap videos on YouTube. But none seems to cater my explicit requirements, thus after a long overhaul, I came up with my version of a Python notebook that covers the topics relevant to the analytics domain.
python snake cartoon

Math for Data Science

Machine Learning is just a fancy term for Statistics. And to get through ML, one needs a good understanding of Linear Algebra, Calculus and Probability Theory. Thus, I have composed a quick lookup for all the mathematical concepts taught to me in my first two semester of MS.

Introduction to Databases

While people are busy learning about the much hyped Python and R programming languages, they often neglect the basic querying concepts. And without a database, Data Science seems quite meaningless.