1132_巨量資料探勘與應用_343353
報名期間：從 即日起 到 無限期
上課期間：從 即日起 到 無限期
LINE分享功能只支援行動裝置
課程介紹
課程資源
-
01_intro_v2
-
[錄]W1 02171310
-
[錄]W1 02171411
-
02-1_Python Development Environment Setup
-
02-2_Basic Python Programming I_v2
-
[錄]W2 02241309
-
[錄]W2 02241410
-
[錄]W2 02241512
-
03_Basic Python Programming II
-
[錄]W3 03031312
-
[錄]W3 03031409
-
[錄]W3 03031510
-
04_Python Data Science Modules I
-
[錄]W4 03101310
-
[錄]W4 03101414
-
[錄]W4 03101513
-
05_Python Data Science Modules II
-
[錄]W5 03171312
-
[錄]W5 03171422
-
[錄]W5 03171513
-
06-1_Data Type and Preprocessing
-
06-2_Data Cleaning and Preparation (supplementary material)
-
06-2_preprocessing_categorical.ipynb
-
06-1_preprocessing_numerical.ipynb
-
[錄]W6 03241311
-
[錄]W6 03241511
-
07_Cluster Analysis
-
07_K-means_hierarchical_clustering.zip
-
[錄]W7 03311310
-
[錄]W7 03311413
-
[錄]W7 03311532
-
08_Classification Algorithms I
-
[錄]W8 04071310
-
[錄]W8 04071416
-
[錄]W8 04071510
-
10-1_Classification Algorithms II
-
10-2_Kaggle_instruction
-
10_Classification
-
[錄]W10 04211309
-
[錄]W10 04211416
-
[錄]W10 04211511
-
11_Association Analysis
-
11_Apriori
-
[錄]W11 04281310
-
[錄]W11 04281416
-
[錄]W11 04281511
-
12_Regression Evaluation and Dimensionality Reduction
-
12_regression_PCA
-
[錄]W12 05051309
-
[錄]W12 05051418
-
[錄]W12 05051512
-
13_Anomaly Detection
-
[錄]W13 05121311
-
[錄]W13 05121509
-
14_Artificial Neural Network
-
14_ANN_optimizers
-
[錄]W14 05191314
-
[錄]W14 05191414
-
[錄]W14 05191510
教師 /
相關課程
|
|
||||||
|
|
|
||||||
|
|
|
||||||
|
|
|
||||||
|