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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

bayesian-methods-in-machine-learning

Coursera

data-201-assignment-solutions

Example solutions for assignments in DATA-201 curriculum

data-science-interviews

Data science interview questions and answers

drowning-detector

Using YOLO object detection, this program will detect if a person is drowning. This project is still a work in progress, so it can only be implemented with a computer's webcam, and doesn't work completely yet.

dsc-prep

Complete notebooks

naive-bayes-explained

This is a very in depth explination of naive bayes w.r.t implementation in python which can be used in Machine Learning applications.

practical_rl

My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

projects

Projects completed as part of the springboard curriculum

pyconf-hyd-linalg

wqu

All notebooks from WorldQuant University's Intro to Data Science Module