Study Resources

各種有用或有趣的網路學習資料彙整。

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Quarto 相關

重要、資訊、警告區塊 code

• in Quarto, these are called Callout Blocks.

• Callout Blocks

Website Options

• Website Options

統計學相關 Statistic

Modern Statistical Methods for Astronomy

• a personal summary and resource hub for materials derived from “Modern Statistical Methods for Astronomy” by Eric D. Feigelson and G. Jogesh Bab

• Summary note of review some statistic technique using on regression, time series analysis, nonparametric method, smoothing… etc

• book summary

Time series

Forecasting: Principles and Practice (Using R)

• by Rob J Hyndman, George Athanasopoulos

• Forecasting: Principles and Practice

Blogger about time series

• Rob J Hyndman(his blog site), the author of Forecasting: Principles and Practice

• Open forecast, mainly focus on smooth package.

Changepoint detection

MATH337: Changepoint Detection

• Changepoint Detection with R example.

• MATH337: Changepoint Detection

Causal Inference

Introduction to Causal Inference

• Including videos, slides, and a book resources.

• Introduction to Causal Inference Course Website

數據科學 Data Science

Data mining

Introduction to Data Mining (Using R)

• by Pang-Ning Tan, Michael Steinbach, Anuj Karpatne and Vipin Kumar

• Introduction to Data Mining

Text Mining with R

• by Julia Silge and David Robinson

• Text Mining with R

NLP

Stanford NLP Group

• Including slides and notes

• CS224N: Natural Language Processing with Deep Learning

NLP Essential

• 高宏宇老師推薦教材，來源

• Speech and Language Processing (3rd ed. draft)

資料科學與語料分析:方法與實務

• by 謝舒凱 & 台大語言所

• 中文語料處理介紹

• 資料科學與語料分析:方法與實務

Computer science

OS note

• A note about OS, including Process, Memory, File System, and more.

• https://blog.d0ngy3.com/p/os/

英文學術寫作 English Academic Writing

Basic

• Guideline to Writing a Master’s Thesis in Statistics (PDF)

Thesis statement

• How to Write a Thesis Statement

隨機酷酷網站

Just some cool websites.

• 中世紀歐洲(西歐)食譜

• 老式部落格網站推薦 Wiby

• 一位教授的部落格(個人網站也很有趣)

待分類

• Latex on Vscode