文件名称：ML-Prerequisites
文件大小：685KB
文件格式：ZIP
更新时间：2024-04-05 07:55:57
JupyterNotebook
数据预处理 包括一些用于数据预处理的基本工具和功能！
【文件预览】：
ML-Prerequisites-main
----Intro to ML()
--------Underfitting and Overfitting.ipynb(37KB)
--------Machine Learning Competitions.ipynb(12KB)
--------Explore Your Data.ipynb(14KB)
--------First Machine Learning Model.ipynb(11KB)
--------Random Forests.ipynb(10KB)
--------Model Validation.ipynb(10KB)
----Data Cleaning()
--------Handling_missing_values.ipynb(33KB)
--------Scaling and Normalization.ipynb(70KB)
--------Inconsistent Data Entry.ipynb(24KB)
--------Parsing Dates.ipynb(28KB)
--------Character Encodings.ipynb(6KB)
----Pandas()
--------Creating and Reading DataFrame.ipynb(13KB)
--------Indexing,Selecting,Assigning.ipynb(32KB)
--------Renaming and Combining.ipynb(6KB)
--------Functions and maps.ipynb(15KB)
--------Grouping and Sorting.ipynb(12KB)
--------Data Types and Missing Values.ipynb(4KB)
----Data Visualizing()
--------Plot_types and custom_plots.ipynb(106KB)
--------practice.ipynb(26KB)
--------Line Charts.ipynb(128KB)
--------Distributions.ipynb(54KB)
--------Scatter Plots.ipynb(132KB)
--------Hello Seaborn.ipynb(210KB)
--------Barcharts and Heatmaps.ipynb(164KB)
----README.md(93B)