■ Setup

• How to use Google Colab for Python (power tool to analyze data)?
• How to Specify a Folder Path in Google Colab: A Tutorial

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■ Data upload

• How to Upload Data from GitHub Using R and Python?
• How to import Kaggle datasets directly into Google Colab?

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■ Data frame

• How to create a data table in Python?
• How to convert to a .json file using Python?

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■ Data preprocessing

• Python Data Preprocessing: Practice

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■ Data summarization

• How to summarize data using Python?

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■ Graph

Line/Bar graph

Histogram graph

Normal distribution graph

• How to draw a normal distribution graph using Python?

GIS

• Visualizing Geospatial Data with Folium in Python

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■ Statistical Analysis

• A Practical Guide to Data Normalization using Z-Tests in Python

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■ Modeling

• [Data article] Simulating Crop Growth Over Time Using a Sigmoid Growth Model

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