YLTsai0609/TSTAR_forum_crawling

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Created over 5 years ago
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YLTsai0609/TSTAR_forum_crawling

YLTsai0609

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從資料科學家的觀點學習爬蟲、資料庫、實作輿情資料爬取建置、每日更新。

High-Cardinality-Categorical-Featue-Handling

Use Neural Network embedding to extract information from high cardinality features to boost your model performance!

Jupyter Notebook

Kaggle-Titanic-Top3-percent

Kaggle Titanic Top 3% Solution (301/11487)

Jupyter Notebook

Kaggle-kkbox-churn-prediction-top5-percentage

Kaggle kkbox-chrun-prediction challenge Top5% (32/575)

Jupyter Notebook

pandas_101

Pandas 101 各題詳解，優化了可讀性，使用向量化，增加使用場景及實用技巧。

Jupyter Notebook

CS239S_ML_System_Design

Yu Long's note about Stanford CS239S Machine Learning System Design

pyspark_101

Yu Long's note about spark and pyspark

Missing_Semester_of_Your_CS_Education

DataScience101

Yu Long's note about data science

Great-Plots-and-Data-Manipulation-Skills

plots and pandas skills

Jupyter Notebook

product_data_analysis

yu long's note about product data analysis

wandb_cheatsheet

A collection scripts of wandb which is a machine learning research management platform.

numpy_101

Jupyter Notebook

DataEngineering101

Yu Long's note about data engineering

Jupyter Notebook

tffm_analysis

analysis of tffm(tensorflow-based factorization machine implementation)

Jupyter Notebook