北高2024(Bike to Kaohsiung from Taipei)

This is a long journey. The bike event is seasonal due to the northeast monsoon in the winter. Therefore, it’s easier to finish this challenge. The route overview: The total distance is 355.66 km and the Total ascent is 775 m The colour of the line means the speed. The photos: Luckily, the weather is quite …

A Journey of Studying ‘Fundamentals of Statistics’

Introduction It’s my third course of MIT MicroMasters® Program in Statistics and Data Science. As for the probability course, I also took a statistics course when I was a graduate student. However, the course in graduate school focused more on real-world cases and applications. That course name is “Introduction to Statistical Control and Optimization”. This …

Study Operations Research (3): Theory at Coursera

This is the final course of this series. Because this course focuses on the theories behind the algorithms introduced in the first and second courses. There are many math prove and derive, so I’m not going to explain the details. I’ll mention the key points I learned from this course. If you want to know …

Setup Gurobi and Python on Windows

This post introduces how to install Gurobi and Python on Windows OS. It’s critical to finish the final assessment of the second course of Operations Research. These steps are easy, just need a little bit of patience. Overview Download Gurobi You need to register a membership first. No worries, it is free. Download Python Now, …

Study Operations Research (2): Optimization Algorithms at Coursera

This is the second course of Operations Research. I think several pieces of knowledge are useful according to my experience. Learned Things About Algorithm It explains what algorithms are used to solve linear programming, integer programming and nonlinear programming. A simplex method is a method by the matrix operations to find the optimal solution on …

Study Operations Research (1): Models and Applications at Coursera

To take “Operations Research” course has been on my to-do list since I was a graduate student. Even though my thesis was done by using dynamic programming and non-linear programming, I solved a scheduling problem by using integer programming in my company.However, I don’t have a chance to accomplish it due to time constraints. Now, …

A Journey of Studying ‘Probability – The Science of Uncertainty and Data’

Introduction This is my second course in MIT MicroMasters® Program in Statistics and Data Science. I learned probability theory when I was a graduate school student in a stochastic process course. The course helped me review many key probability concepts such as Random variables, Bayesian inference, Central limit theorem, Poisson processes, Markov chain, etc. Overall, …

台中騎輪節2023(Cycling around Taichung 2023)

It is a famous cycling festival in Taichung, but I first time participated in this event. The route overview: The total distance is 107.83 km and the Total ascent is 711 m The colour of the line means the speed. The photos: It is a nice event. The traffic control is quite okay and there …

順時針宇老(Bike to Yulao)

It’s my first time to ride this route. Because my company offers a subsidy for travelling each year, I can live in Hsinch after a long ride. Therefore, I plan this route with my friend. The route overview: Total distance is 122.82 km and Total ascent is 2,274 m The colour of the line means …