From ba6e17347226b923261900d978f0dac9fce614eb Mon Sep 17 00:00:00 2001 From: orbxball Date: Mon, 8 Jan 2018 13:28:25 +0800 Subject: [PATCH] update README --- README.md | 22 +++++++++++++++++++++- 1 file changed, 21 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 0165d3c..a7b6677 100644 --- a/README.md +++ b/README.md @@ -1 +1,21 @@ -# ML2017 \ No newline at end of file +# Machine Learning, 2017 Spring + +This course is Machine Learning from National Taiwan University Department of Electrical Engineering instructed by Professor Hung-Yi, Lee in spring 2017. + +- *Predict PM2.5* using linear regression. +[kaggle competition](https://inclass.kaggle.com/c/ml2017-hw1-pm2-5). + +- *Predict income* using logistic regression. +[kaggle competition](https://inclass.kaggle.com/c/ml2017-hw2). + +- *Image sentiment classification* using convolutional neural network (CNN). +[kaggle competition](https://inclass.kaggle.com/c/ml2017-hw3). + +- *Dimensionality reduction*. +[kaggle competition](https://inclass.kaggle.com/c/ntu-ml2017-spring-hw4). + +- *Predict tags for each summary of a book* using recurrent neural network (RNN). +[kaggle competition](https://inclass.kaggle.com/c/ml2017-hw5). + +- *Predict movie ratings* using SVD. +[kaggle competition](https://inclass.kaggle.com/c/ml2017-hw6).