Minh LeDiscussion about some dice problems (Part 1)This is a series of dice problems which I am going to solve some probability problems and then do some simulations to verify.6 min read·Jan 22, 2024----
Minh LeMy Journey Through Data Science Interviews: A Tale of ProbabilityIt’s been a while since my last post, as the past year has been a whirlwind of job and internship applications. But now, I’m back and ready…6 min read·Jan 15, 2024--1--1
Minh LeThe classical birthday problem and its extensionsTo continue the series of using Monte Carlo simulation to solve classical puzzle, I will talk about one classic probability puzzle, the…4 min read·Jan 2, 2023----
Minh LeFeller’s coin puzzle simulation problemI became more interested in Monte Carlo simulation after attending a data computing class last Fall. This urged me to do some simulations…5 min read·Dec 28, 2022----
Minh LeNYC Taxi Analytics ProjectImplemented XG Boost Regressor and tuned hyper-parameters to predict NYC Taxi trip duration6 min read·Oct 30, 2022----
Minh LeCustomer Churn Prediction ProjectHandled imbalanced class distribution of churn rate and implemented GridSearch CV to make predictions with 78% accuracy10 min read·Oct 16, 2022----
Minh LeAirbnb Prices Analytics ProjectEnsembled XGBoost Regressor and linear regression with different weights to predict Airbnb prices in NYC9 min read·Oct 9, 2022----
