AndySungTW's starred repositories
spider_collection
python爬虫，目前库存：网易云音乐歌曲爬取，B站视频爬取，知乎问答爬取，壁纸爬取，xvideos视频爬取，有声书爬取，微博爬虫，安居客信息爬取+数据可视化，哔哩哔哩视频封面提取器，ip代理池封装，知乎百万级用户爬虫+数据分析，github用户爬虫
one-python-craftsman
来自一位 Pythonista 的编程经验分享，内容涵盖编码技巧、最佳实践与思维模式等方面。
Currency-Tracker
追蹤匯率小幫手，可即時用Line通知
seo_keyword_research_tools
The Keyword Volume Tool uses the Google Adwords API Targeting Ideas Service to return the search volume and competition of a massive list of keywords. The Keyword Expansion Tool uses the Google Adwords API Targeting Ideas Service to expand an input keyword into up to 500 related keywords with search volume.
Project_1_General_Assembly
This was the first project that I completed during my time on the Data Science immersive bootcamp at General Assembly
Project_2_General_Assembly
This project is focused on exploratory data analysis, aka "EDA". EDA is an essential part of the data science analysis pipeline.
Project_3_General_Assembly
Regression and Classification with the Ames Housing Data
Project_4_General_Assembly
Web Scraping for Indeed.com and Predicting Salaries
Click_Through_Rate_Optimization_Google_Search_Console
This is a small, mini-project where I created a simple machine learning model to predict the click through rate of a given URL (web page) using Python + sci-kit learn.
Python_For_SEO
A 16-Part Free Course Demonstrating All Of The Different Ways That You Can Use Python To Improve Your SEO Processes.
scrapy-tutorial-starter
starter project for my scrapy tutorial
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
autoscraper
A Smart, Automatic, Fast and Lightweight Web Scraper for Python