Random Walk, Prime Sum, Integral Calulation
Plottings of Week 2 Assignments
Getting, Cleaning, Analyzing and Visualizing Three Dataset (earthquake, finance and group chat records)
Descriptive Stats & Density of Probability
Bisection Method, Gradient descent, Newton's method, Secant method
Least Square Method, Linear Regression, Logistic Regression, Support Vector Machine, Random Forest, Time Series
Gradient Descent, K-nearest neighbors, Cross Validation, Creating Dummy Variables
Sentiment analysis on Brexit Tweets