项目作者: lev1khachatryan

项目描述 :
Applied Statistics and Data Science: Advanced machine learning course
高级语言: Jupyter Notebook
项目地址: git://github.com/lev1khachatryan/ASDS_ML.git
创建时间: 2019-09-03T07:30:31Z
项目社区:https://github.com/lev1khachatryan/ASDS_ML

开源协议:MIT License

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1. Bishop - Pattern Recognition And Machine Learning - Springer 2006_1649670183549.pdf
2. The Elements of Statistical Learning_1649670206045.pdf
3. Aurélien Géron - Hands-On Machine Learning with Scikit-Learn and TensorFlow_ Concepts, Tools, and Techniques to Build Intelligent Systems_1649670256677.pdf
4. Andrew Ng-Machine Learning Yearning M01-13_1649670263174.pdf
ISLR Seventh Printing_1649670274804.pdf
[Andreas_C._Muller__Sarah_Guido]_Introduction_to_ML_with_Python_1649670310774.pdf
[Aurelion_Geron]_Hands_On_Machine_Learning_with_Scikit_Le_1649670349332.pdf
[Coelho_Richert]_ML_with_Python_1649670356970.pdf
[Hackeling]_Mastering_ML_with_Scikit_Learn_1649670360366.pdf
[Jake_VanderPlas]_Python_Data_Science_Handbook_1649670380696.pdf
[Julian_Avila]_Scikit-Learn_Cookbook__Over_80_Recipes_1649670388161.pdf
[Michael_Bowles]_ML_in_ Python_1649670398400.pdf
[Peter_Harrington]_Machine_Learning_in_Action_1649670404381.pdf
[Raúl_Garreta,_Guillermo_Moncecchi]_Learning_Scikit_Learn_ML_in_Python_1649670405781.pdf
[Willi_Richert,_Luis_Pedro_Coelho]_Building_ML_Systems_with_Python_1649670406896.pdf
HW1_1649670407872.pdf
HW3_1649670408093.pdf
HW4_1649670408164.pdf
HW5_1649670408236.pdf
ISLR Seventh Printing_1649670408591.pdf
ML14_Unsupervised_Learning - PCA_1649670409376.pdf
ML_12_Unsupervised_Learning - K_Means_1649670409538.pdf
ML_13_Unsupervised_Learning - Hierarchical_Clustering_1649670409706.pdf
ML_1_Introduction_1649670409818.pdf
ML_2_Main_Concepts_Regression_1649670409926.pdf
ML_3_Linear_Regression_1649670410106.pdf
ML_4_Resampling_Methods_1649670410227.pdf
ML_5_Regularization_Methods_1649670410351.pdf
ISLR Seventh Printing_1649670414602.pdf
Lecture Note 4 to 7 OLS_1649670414911.pdf
Ridge_Regression_1649670415449.pdf
ML_10_Naive_Bayes_1649670409419.pptx
ML_6_Main_Concepts_Classification_1649670410440.pptx
ML_7_KNN_1649670410588.pptx
ML_8_Logistic_Regression_1649670410682.pptx
ML_9_Discriminant_Analysis_1649670410796.pptx
Clustering_DBSCAN_1649670410922.pptx
Clustering_Hierarchical_1649670411095.pptx
Clustering_KMeans_MiniBatchKMeans_1649670411186.pptx
Support_Vector_Machines_1649670411299.pptx
Tree_Based_Methods_1649670411563.pptx
Unsupervised_Learning - K_Means_1649670411755.pptx
Unsupervised_Learning - PCA_1649670411862.pptx