文件名称：完整的机器学习和数据科学，从零开始精通
文件大小：3.36MB
文件格式：ZIP
更新时间：2024-03-07 03:34:09
JupyterNotebook
完整的机器学习和数据科学从零到精通 这是丹尼尔·伯克（Daniel Bourke）提供的“完整的机器学习和数据科学从零到精通”课程的资料库
【文件预览】：
Complete-Machine-Learning-and-Data-Science-Zero-to-Mastery--main
----Numpy section()
--------numpy-exercises.ipynb(169KB)
--------Introduction-to-numpy.ipynb(85KB)
----Pandas section()
--------pandas-exercises+10mins-to-pandas.ipynb(391KB)
--------Pandas Data Analysis section ZTM.ipynb(147KB)
--------pandas-exercises.ipynb(127KB)
--------Pandas Data Analysis section.ipynb(21KB)
----sklearn_section()
--------clf1.joblib(897B)
--------random_forest_model_1.pkl(591KB)
--------newfile.md(1B)
--------test.txt(1B)
--------Untitled.ipynb(555B)
--------scikit-learn-exercises.ipynb(152KB)
--------gs_random_forest_model_1.joblib(501KB)
--------MNIST_from_scratch_with_Numpy.ipynb(7KB)
--------choosing_right_estimator.png(743KB)
--------gs_random_forest_model_1.pkl(497KB)
--------Introduction_to_scikit_learn.ipynb(414KB)
----heart_disease_project()
--------newfile.md(1B)
--------heart-disease.csv(11KB)
--------End-to-end-heart-disease-classification.ipynb(363KB)
--------enviroment.yml(3KB)
----README.md(178B)
----Matplotlib section()
--------heart_disease_analysis_plot_with_code.png(96KB)
--------matplotlib-exercises.ipynb(640KB)
--------random fig1.png(22KB)
--------Introduction to Matplotlib.ipynb(1.38MB)
--------test(1B)
--------matplotlib-anatomy-of-a-plot.png(369KB)