Rain Prediction

Avatar of Yarik 易飛青.
Avatar of Yarik 易飛青.

Rain Prediction

Clinican Data Research Assistant
Taipei, Taiwan

Predict rain in Austrlia using Kaggle open data (https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package). Includes data exploration and mining, predictive model deployment via Python packages. Links below contains Kaggle notebooks which allow to run code online, see the exact process and results


使用 Kaggle 開放資料(https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package)來預測澳洲的降雨情況。包括資料探索和挖掘,以及使用 Python 軟體套件部署預測模型。以下連結包含 Kaggle 筆記本,可以在線運行程式碼,查看詳細的過程和結果。

[筆記本1:資料探索與挖掘](替換為你的 Kaggle 筆記本1的連結)

[筆記本2:預測模型部署](替換為你的 Kaggle 筆記本2的連結)

(注意:請將連結替換為實際的 Kaggle 筆記本連結)

Data preapration: www.kaggle.com/code/yarik89/rain-data-processing

Predictive Modelling: www.kaggle.com/code/yarik89/predict-rain-logistic-regression

 


 
Analyze Australia rains dataset and buid a predictive model 分析澳洲降雨資料集並建立預測模型
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Published: Jun 9th 2023
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Tools

python
Python

Logistic Regression
Regression
Scikit-Learn
資料分析
機器學習
ML
Machine Learning
Prediction
Python

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