Python教學影片# Q&A# Py00 Open an ipynb in github from colab Counting# Py01_1 Counting Py01_2 Counting more Py01_3 Counting words Basic# Py02 Basic Py03_1 List Py03_2 Dictionary Py03_3 Accessing ubike data For# *Py04 for01 *Py04 for02 Ibike sum up *Py04 for03 histogram *Py04 for04 fib pi 9x9 If and For# Py04_2 if_for Accessing AQI data Py04_3 if_for Categorizing and rescaling Py04_5 Sorting manually by for, if, swap, list and dict Pandas# Py06 pandas01 Py06 pandas02 Py06 Pandas03 create new variables Py06 Pandas04 groupby sort Py06 Pandas05 series to df Py06 AS Pandas how to Scraping# Py07_1 Web request and response Py07_2 ChromeDevTool Py07_3 Crawler 104 HTML Parsing# Py07 htmlParser01 Get html py07 htmlParser02 Find html elements Py07 htmlParser03 Error Handling Py07 htmlparser04 Get more links Py07 htmlParser05 Get posts Supervised Learning# PyML01 Supervised learning PyML02 Models PyML03 Coding PyML04 ROC PyML05 Pipe Grid Search PyML06 Imbalanced data Deep learning using simpletransformer# PyDL01 Transformer PyDL02 Transformer Code Text Mining# TM00 Overview Term frequency# TM01_1 Term frequency tokenize TM01_2 Term frequency TM01_3 Stemming lemmatization TM04 Chinese segmentation Collocation# TM02_1 Collocation term frequency TM02_2 Collocation frequency based TM02_3 Distance Collocation TM02_4 Collocation Chi Square TM02_5 Collocation by MI Word embeddings# TM06-Word Embedding (Chinese)
