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How to Use pandas DataFrames in Python to Analyze and Manipulate Data

pandas is a Python module that's popular in data science and data analysis. It's offers a way to organize data into ...
IEEE

Sustainable Climate Change Predictions: Linear Regression Modeling of Temperature Trends

Abstract: Among the most urgent problems confronting humanity today is climate change. Climate change is a pressing global issue, with the Intergovernmental Panel on Climate Change (IPCC) estimating ...
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How to Validate Your Data With Statistical Tests in Python

Statistical testing in Python offers a way to make sure your data is meaningful. It only takes a second to validate your data ...
The CPA Journal

Automating Data Analysis with Python Dashboards

In today's data-rich environment, business are always looking for a way to capitalize on available data for new insights and ...

Cai Cai's Machine Learning Sklearn Class: Understandable from Scratch, from Model Invocation to Practical Implementation

The design of sklearn follows the "Swiss Army Knife" principle, integrating six core modules: Data Preprocessing: Similar to ...
IEEE

Improving Prediction Accuracy of Solar Radiation for Human Skin Protection using Linear Regression Algorithm Compared with Random Forest

Abstract: Solar radiation is of vital importance to environmental health, particularly concerning human skin exposure and protection. Too much ultraviolet (UV) radiation from the sun may cause sunburn ...