文件名称：Data_Science_Bootcamp
文件大小：20.12MB
文件格式：ZIP
更新时间：2024-04-10 12:27:13
JupyterNotebook
Data_Science_Bootcamp 可在此存储库中找到DPhi Data Science Bootcamp的所有笔记本
【文件预览】：
Data_Science_Bootcamp-master
----Week4()
--------Multiclass_Logistic_Regression_Red_Wine.ipynb(45KB)
--------Model_Optimization_with_Random_Forest.ipynb(127KB)
--------Basic_Logistic_Model.ipynb(41KB)
--------Random_Forest_for_Beginners.ipynb(42KB)
----Week3()
--------Logistic_Regression()
--------First_ML_Model()
--------Linear_Regression()
----Week5()
--------ML_with_Titanic_Data.ipynb(1.11MB)
--------Feature_Selection_Techniques.ipynb(133KB)
----README.md(104B)
----Week1()
--------Introduction_to_Pandas.ipynb(168KB)
--------Data_Visualization_in_Python.ipynb(398KB)
--------Pandas_Exercises_Solutions.ipynb(211KB)
----Week0()
--------Introduction_to_Numpy.ipynb(141KB)
--------Numpy_Exercises_Solutions.ipynb(144KB)
----Advanced_Material()
--------ANN_for_Beginners.ipynb(258KB)
--------NLP_Essentials()
--------Leaderboard_Plots()
--------Cybersecurity_Data_Science()
--------Predictive_Model_in_R()
--------Introduction_to_Descriptive_Stats_&_EDA()
----Week2()
--------EDA_Wine_Dataset.ipynb(4.15MB)
--------Data_Preprocessing.ipynb(656KB)
--------Introduction_to_Imbalanced_class.ipynb(108KB)