My code for the assignments in the 'Machine Learning Techniques' course from National Taiwan University on Coursera

NTU CSIE Machine Learning Techniques

Optimal Planning for NTU YouBike Assignment with Operation Research and Machine Learning Techniques

Machine Learning Foundation and Techniques course（機器學習） from NTU CSIE department.

NTU CSIE Machine Learning Techniques 2017 Spring

NTU course

Machine Learning Foundations and Techniques 機器學習基石與技法（Instructor: Hsuan-Tien Lin 林軒田, 2020）

Machine Learning Techniques (NTU CSIE 5433, Spring 2020)

The final project of NTU Machine Learning Techniques 2020 Fall.

This is the final projcet of Machine Learning Techniques, Prof. Hsuan-Tien Lin in NTU.

This repository contains all the presentations made while doing my project with Dr. Senthilnath J, PhD(IISc), currently a Research Fellow at NTU, Singapore in Machine Learning particularly Deep Learning which includes techniques like Self Organizing Maps (SOM), Unsupervised Extreme Learning Machine (US-ELM), Restricted Boltzmann Machine(RBM) and Deep Autoencoders

This repository contains a project I completed for an NTU course titled CB4247 Statistics & Computational Inference to Big Data. In this project, I applied regression and machine learning techniques to predict house prices in India.

Final Year Project (FYP) for NTU Computer Science. Designed an effective multimodal fake news detection system using advanced machine learning techniques to analyze textual and visual data. Emphasizes link analysis for improved accuracy. Aims to tackle online misinformation and develop robust AI-driven solutions.

Lecture handouts and self-learning notes on <Machine Learning Techniques> delivered by Prof. Hsuan-Tien Lin from NTU, including problem set solutions.

MachineLearningTechniques_Homework_Python (to be updated)

2017-NTU-Machine-Learning-Techniques hw1

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from Machine Learning Techniques, NTU

Machine Learning Technique Course @ NTU

Machine Learning Techniques on Coursera by NTU

NTU CSIE Machine Learning Technique 2018

The homework assignments of Machine Learning Techniques course in NTU

Some implementation of machine learning technique (NTU course)

林轩田 ntu machine learning techniques 笔记 & 作业

(Backup repository) Assignments in Machine Learning Techniques, Spring 2017, CSIE NTU

Final project of Machine Learning Techniques of prof. Hsuan-Tien Lin - NTU.

Machine Learning Technique in NTU. Every homework was done by myself, while the final project was done by Me, Tzu-Hsien Tsai, Yun-Ping Lin.

Final Year Project at NTU , investigating machine learning techniques with IPO stock data and textual analysis. A machine learning approach to identifying trends within IPO data. Attempts will be made with various models to try to predict valuations at the end of the initial trading day

Applies advanced statistical and machine learning techniques in R to analyze lung cancer survey data for the NTU MH4510 course project. Includes data preparation, EDA, individual model development (deep forests, boosting, ensembles, artificial neural networks), and final reporting with a focus on interpretability and model performance.