smart-patrol/aimlds2022

Interview Prep for 2022

Repository consits of various sources used to prepare for MLE and DS interviews in 2022 landscape.

Data Structures

Typical python data structures encountered in coding interviews.

Deep Learning

DL foundations

Grokking the Coding Interview

Some parts from Educative.io (which is awesome) Grokking the Coding Interivew.

Interviews

Prep I did for specific companies

Leet Code

Select leet code problems I wanted to further review.

Machine Learning Algos

How to implement some foundational algos from scratch in python.

Naive Bayes

Coursera's NLP Specialization versio of Naive Bayes

Python for Programmers

Again some parts from Educative.io (which is awesome) Python for Programmers.