CS7280 OMSCS - Network Science Notes
Module one L1 - What is Network Science? Overview Required Reading Chapter-1 from A-L. Barabási, Network Science, 2015. Recommended Reading Read at least one of the following papers, depe...
Module one L1 - What is Network Science? Overview Required Reading Chapter-1 from A-L. Barabási, Network Science, 2015. Recommended Reading Read at least one of the following papers, depe...
Overall review Given my prior experience in ML, I pair this course with IIS. My intention in taking this course is to reduce my learning curve in future courses: Python refresher (Pandas, Nump...
Overall review I took introduction to info sec along with ML4T. When I took gios, there were a couple of people that recommended pairing IIS since fall 2022, the course is 100% project based. ...
Overall review I took introduction in operating systems during fall 2022 as my first course in OMSCS. My only preparation / experience with C is from CS50X by harvard. If you are completely ne...
Introduction Decision trees is a popular method along with linear regression, but how does it work? If you look at sklearn’s decision tree classifer: class sklearn.tree.DecisionTreeClassifier(*, ...
Problem statement Want to get started on ab testing? You probably have to first understand hypothesis testing and the following 4 terms: Type I Error Type II Error Sample Size Power Pr...
Objective This is not a post on metrics or explaining what they are, but sharing my personal way of interpretation and how i memorize / associate different metrics Pre-req Understanding of metri...
Introduction Over the years, I keep finding myself to revisit concepts of linear regression, and how it is related to other concepts within statistics, machine learning - which is primarily the re...
Distributions I try to provide a quick overview of the distributions here, the use case, and how they are related to one another. I will also try to provide certain mathemathical derivations where...
Problem Intro Typically, JSON format is used to send data across systems. If you are in python land, you probably do things in a dictionary, serialize/unserialize it with json.dumps and json.loads...