Learning Python using Colab (Visit Colab homepage) and Github (Visit Github homepage)
1. Sign up github (Visit a tutorial on Youtube)
2. Sign up Google Colaboratory (aka. Colab) (Visit a tutorial on Youtube)
Python Basics
- Python Exercises 200 by 장삼용. 정보문화사 2017
- Jump to Python
- wikidocs for nltk
| # | Sessions | Keywords | # | Sessions | Keywords |
|---|---|---|---|---|---|
| 1 | Code Cells 🐾 | variable, assign | 13 | Step-by-step Files 🐣 | rt, rb, open, close, url, UTF-8, Save on your machine, Upload txt files on Colab, Save Image(unsuccessful yet) |
| 2 | Five Types of Data 📋 | number, string, list, tuple, dictionary | 14 | Class & Method 🔒🔑 | instant object, class number, class method, etc. |
| 3 | Indexing & Slicing 📌✂️ | :, 0, -1, link +, repeat *, length len | 15 | More on Python❗ | more |
| 4 | If Statement 💡 | if ~ else: | 16 | Try Statement 🚦 | try ~ except ~ else |
| 5 | For Statment 🔂 | for ~ in ~ | 17 | While Statement | while ~ continue ~ break |
| 6 | Understanding Numbers 🔢 | numbers | 18 | String 🆎 | strings |
| 7 | Operators ➕➖✖️➗ | basic operators | 19 | List 🚙,🚗 | [1,'a','ABC'] |
| 8 | Some Symbols ➕= ❗= | rules for symbol use | 20 | Dictionary{🌎:3} | {'earth':3} |
| 9 | Defining Functions 🍔 | function, factors | 21 | More about Strings, Functions, and Factors 🐹 | strings, functions, &factors |
| 10 | Global & Local Parameters 🌐 | global, local | 22 | Files 🔍 | step-by-step, big-size data |
| 11 | Library, Module, & Function 🎁 | install, import, call | 23 | Class 📂 🎲 | Object |
| 12 | Samples for Natural Language Processing 💯 | replace, append, pop, queries, lottery | 24 | Under construction 💯 | |
| Extra1 | Github Markdown Emoji 🐹 | cute stuff | Extra2 | Markdown Syntax 🐣 | bullets, font color |
Some applications
| Topic | Keywords | |
|---|---|---|
| 1 | Get text ready for further analysis 📚 | txt, html, raw |
| 2 | Tokenization 📚⛅ | cleaning, normalization, tokenization |
| 3 | Lexical Diversity 🍱 | collocation, concordance |
| 4 | Tagging & Word Cloud 🌈🎏 | tagging, grammatical-category, word clouds, backgroud |
| 5 | Digital Signal Processing 🔉 | sampling rate, frequency, phasor, generating pitches |
| 6 | Pronunciation Drills 🎧 | input, generating audio, play |
| 7 | Samples for Natural Language Processing 📚⛅ | stem, lemma, stopwords, regular expression, corpus, word cloud |
| 8 | Vocabulary Drills 🔖🐣 | words by grammatical categories, rhyming, English vowel chart, minimal pair, rhyme-sharing word list |
| 89 | NLP |
tokenize, stopwords, POS, collocation, collateration, WC |
| 10 | Digital Humanities 📈😮🐳 | topic modeling, sentiment analysis, clustering analysis |