Week 1 Learning Progress
- Learn basic R syntax
- Finish Hw1、practice_1、practice_2、practice_3
Week 2 Learning Progress
- Learn R web crawling
- Finish Hw2、practice_1、practice_2、practice_3
- Crawling the website Gomaji (https://nalol831123.github.io/R/Hw2/Gomaji.html)
- Crawling the news website udn (https://nalol831123.github.io/R/Hw2/rvestNews.html)
Week 3 Learning Progress
- Learn ggplot2
- Practice data visualization with diamonds data (https://nalol831123.github.io/R/Hw3/diamonds.html)
- Practice Base Plotting System、Lattice、ggplot2 (https://nalol831123.github.io/R/Hw3/ThreeWayToPlot.html)
- Practice ggplot2 (https://nalol831123.github.io/R/Hw3/ggplot2.html)
Week 4 Learning Progress
- text clearning
- Data visualization: word cloud
- Practice leaflet
- Practice Twitter
- Learn Twitter api, token, and grab information from NBA fan's page (https://nalol831123.github.io/R/Hw4/twitter_nba_wordcloud.html)
Week 5 Learning Progress
- Learn TF-IDF
- Using the data for a Taiwan's BBS(PTT) as example to practice TF-IDF (https://nalol831123.github.io/R/Hw5/PTT.html)
Project 1 Learning Progress
- Make a analysis with the text and comment on the Germany and Argentina in PTT based on TF-IDF
(https://nalol831123.github.io/R/project1/TFIDF.html)
Week 7 Learning Progress
- Learn basic Machine Learning
Project 2 Learning by analyze Kaggle competition Santander Customer Satisfaction
- ppt (https://b03602023.github.io/1062CSX_project/project_2/presentation/Santander-Customer-Satisfaction.pdf)
- code (https://rgmmmt4r.github.io/106-2_R_b04303117/project2/kaggle_group6_01copy.html)
Project 3 Titanic survival predict
- cForest (https://nalol831123.github.io/R/project3/Titanic.html)
- Compare cForest and XGboost(https://nalol831123.github.io/R/project2Santander%20Customer%20Satisfaction/xgboost/TitanicWithXgboostAndCforest.html)
Project 4 Learn aporiori
- Pratice with Kobe Bryant Shot Selection (https://nalol831123.github.io/R/project4%EF%BC%8Dapriori/aporiori-kobeshooting.html)
Project 5 KerasR
- (https://rgmmmt4r.github.io/106-2_R_b04303117/project5/project5_group6_diamonds02copy.html)
- (https://rgmmmt4r.github.io/106-2_R_b04303117/project2/kaggle_group6_01copy.html)
Final Project 綜藝大熱門YouTube觀看次數預測 (https://b03602023.github.io/1062CSX_project/final_project/ppt/final_project.pdf)