Hi guys, Welcome to the Advanced Video Search Engine, and you are watching Correcting Skewed Data with Scipy and Numpy. That video is uploaded by Christopher Pulliam, PhD at 2023-03-04T07:00:36-08:00. We are promoting this video only for entertainment and educational purpose only. So, I hope you like & enjoy it. [ngBxYo6FQiI]
| Name | Correcting Skewed Data with Scipy and Numpy |
| Video Uploader | Video From Christopher Pulliam, PhD |
| Upload Date | This Video Uploaded At 04-03-2023 15:00:36 |
| Video Discription | Skewed data can adversely affect your analysis and machine learning models. In this video, I demonstrate five methods for cleaning skewed data using the NumPy and SciPy modules. The methods include taking the square root, cube root, fourth root, log, and Yeo-Johnson transform. I also showcase the effectiveness of each method by summarizing the skewness of the data after each transformation with a bar plot. ngBxYo6FQiI |
| Category | Education |
| Tags | log normal distribution | scale log-normal distribution | numpy log | yeo johnson transformation | scipy yeo johnson transformation | scipy yeo johnson | scipy yeo johnson python | nth root data transformation | square root python | data cleaning numpy | data cleaning scipy | scipy | numpy | cleaning log normal data tutorial | np sqrt | dataframe skew | how to measure skew of dataframe | pandas skew method | python | log normal distribution explained |
