This is assignment 6 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to utilize deep learning techniques to perform object detection. We i…

Config files for my GitHub profile.

This is the repo for learning a coursera specialization "Object Oriented Programming (OOP)", which contains 5 courses: (1) Intro to OOP in C , (2) C Programming: Classes and Data, (3) OOP in C …

This repository collects assignments of Statistical Consulting, a course at Institute of Data Science, National Cheng Kung University, Taiwan

This is the repo for learning a coursera specialization "NoSQL, Big Data, and Spark Foundations", which contains 3 courses: (1) Introduction to NoSQL Databases, (2) introduction to Big Data with Sp…

This is assignment 5 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to utilize deep learning techniques to perform defect classification …

This is a small side project. The objective is to get the basic information of the book based on the given ISBN.

This is assignment 2 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to extract features from images and to construct models to perform im…

This is an assignment project of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to extract features from images and to construct models to p…

This is the final project of Time Series Analysis, a course at the programme of Data and Business Analytics at Rennes School of Business, France. This study aims to use two types of method to predi…

This project aimed to implement three well-known meta-heuristic algorithms: cuckoo search (CS), bat algorithm (BA), and flower pollination algorithm (FPA). We found that three algorithms could have…

此為Deep Learning期末專題公開版（因競賽資料不可公開）。本組參加「TBrain AI實戰吧」競賽平上的「玉山人工智慧挑戰賽2021夏季賽」，進行中文手寫影像辨識的任務，並將訓練好的模型部署在RESTful API Server上。比賽目標是預測包含一個文字的影響資料判別，目標類別共801類，分別為800字與1類isnull。

This is a mid-term project of Optimization Methods, a course of Institute of Data Science, National Cheng Kung University. This project aimed to construct the linear regression with L1 regularizati…

This is a final project presentation for Data Management, a course in National Cheng Kung University, Taiwan. In brief, we analyzed three votes in Kaohsiung in 2018-2020.

This is assignment 7 of Deep Learning, National Cheng Kung University. This project demonstrates the work of participating in Woodscape Semantic Segmentation Challenge 2021, a competition on CodaLa…

This project aimed to implement three well-known meta-heuristic algorithms: differential evolution (DE), particle swarm optimization (PSO), and firefly algorithm (FA). We set up the numerical exper…

In this project, we demonstrate a complete analysis of "oats", a classic dataset with the splitted plot design.

This is the first mid-term project of Statisical Consulting, a course at Department of Statistics and Institue of Data Science, National Cheng Kung University, Taiwan. In this project, we followed …

This is assignment 3 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to construct LeNet-related models to perform image classification.

This is assignment 4 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to construct LeNet-related models to perform image classification.

This is a tutorial presentation for Data Management, a course in National Cheng Kung University, Taiwan. We demonstrate how instructors can use R shiny to teach fundamental Statistics and basic R t…