This tutorial introduces the Poison Process, and will give an quick tutorial to understanding 3 related distributions Exponential Distribution Poisson Distribution Gamma Distribution Exponential Distribution
The multi-armed bandit problem is a very interesting problem in statistics. This post will use this scenario to explain two topics: Beta Distribution Thompson Sampling
When I first learned about the Gaussian Process (GP), I have a hard time getting the intuition about it. From Wikipedia, the definition of GP
The KL (Kullback–Leibler) Divergence is frequently mentioned in the field of machine learning. It measures the similarity of the two distributions P and Q. But
Understand Gaussian distribution (normal distribution) PDF: marginal and conditional, single and multivariate
How public key encryption works at the high level: User A tries to send a message (ex: “My favorite food is banana”) to user B
Cross Entropy and Negative Log Likelihood are the same thing, but I would like to explain why they are called that way to make them easier to understand.
With so many ML boot camps, books, and online courses, I would like to remind you about some of the free machine learning courses from
Data analyst roles are in the high demand and generally pay higher. A lot of people try to get into this area along with new
Preparing for interview. This is an ML Online Assessment for your ML skills. This is a data science online assessment to help you get a