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文件列表
01_I._Introduction_Week_1/01_Welcome_7_min.mp4
12.5 MB
01_I._Introduction_Week_1/01_Welcome_7_min.pdf
3.5 MB
01_I._Introduction_Week_1/01_Welcome_7_min.pptx
4.2 MB
01_I._Introduction_Week_1/01_Welcome_7_min.srt
10.1 kB
01_I._Introduction_Week_1/01_Welcome_7_min.txt
6.9 kB
01_I._Introduction_Week_1/02_What_is_Machine_Learning_7_min.mp4
9.8 MB
01_I._Introduction_Week_1/02_What_is_Machine_Learning_7_min.srt
10.4 kB
01_I._Introduction_Week_1/02_What_is_Machine_Learning_7_min.txt
7.1 kB
01_I._Introduction_Week_1/03_Supervised_Learning_12_min.mp4
14.1 MB
01_I._Introduction_Week_1/03_Supervised_Learning_12_min.srt
17.2 kB
01_I._Introduction_Week_1/03_Supervised_Learning_12_min.txt
11.8 kB
01_I._Introduction_Week_1/04_Unsupervised_Learning_14_min.mp4
17.5 MB
01_I._Introduction_Week_1/04_Unsupervised_Learning_14_min.srt
29.8 kB
01_I._Introduction_Week_1/04_Unsupervised_Learning_14_min.txt
14.2 kB
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.mp4
9.4 MB
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.pdf
3.0 MB
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.pptx
5.6 MB
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.srt
10.2 kB
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.txt
7.0 kB
02_II._Linear_Regression_with_One_Variable_Week_1/02_Cost_Function_8_min.mp4
9.5 MB
02_II._Linear_Regression_with_One_Variable_Week_1/02_Cost_Function_8_min.srt
10.1 kB
02_II._Linear_Regression_with_One_Variable_Week_1/02_Cost_Function_8_min.txt
6.9 kB
02_II._Linear_Regression_with_One_Variable_Week_1/03_Cost_Function_-_Intuition_I_11_min.mp4
12.8 MB
02_II._Linear_Regression_with_One_Variable_Week_1/03_Cost_Function_-_Intuition_I_11_min.srt
12.4 kB
02_II._Linear_Regression_with_One_Variable_Week_1/03_Cost_Function_-_Intuition_I_11_min.txt
8.5 kB
02_II._Linear_Regression_with_One_Variable_Week_1/04_Cost_Function_-_Intuition_II_9_min.mp4
11.9 MB
02_II._Linear_Regression_with_One_Variable_Week_1/04_Cost_Function_-_Intuition_II_9_min.srt
11.4 kB
02_II._Linear_Regression_with_One_Variable_Week_1/04_Cost_Function_-_Intuition_II_9_min.txt
7.9 kB
02_II._Linear_Regression_with_One_Variable_Week_1/05_Gradient_Descent_11_min.mp4
14.2 MB
02_II._Linear_Regression_with_One_Variable_Week_1/05_Gradient_Descent_11_min.srt
15.8 kB
02_II._Linear_Regression_with_One_Variable_Week_1/05_Gradient_Descent_11_min.txt
10.6 kB
02_II._Linear_Regression_with_One_Variable_Week_1/06_Gradient_Descent_Intuition_12_min.mp4
13.7 MB
02_II._Linear_Regression_with_One_Variable_Week_1/06_Gradient_Descent_Intuition_12_min.srt
15.9 kB
02_II._Linear_Regression_with_One_Variable_Week_1/06_Gradient_Descent_Intuition_12_min.txt
11.0 kB
02_II._Linear_Regression_with_One_Variable_Week_1/07_Gradient_Descent_For_Linear_Regression_10_min.mp4
12.8 MB
02_II._Linear_Regression_with_One_Variable_Week_1/07_Gradient_Descent_For_Linear_Regression_10_min.srt
19.2 kB
02_II._Linear_Regression_with_One_Variable_Week_1/07_Gradient_Descent_For_Linear_Regression_10_min.txt
9.0 kB
02_II._Linear_Regression_with_One_Variable_Week_1/08_Whats_Next_6_min.mp4
6.4 MB
02_II._Linear_Regression_with_One_Variable_Week_1/08_Whats_Next_6_min.srt
8.7 kB
02_II._Linear_Regression_with_One_Variable_Week_1/08_Whats_Next_6_min.txt
6.0 kB
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.mp4
10.0 MB
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.pdf
1.9 MB
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.pptx
5.2 MB
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.srt
16.3 kB
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.txt
7.2 kB
03_III._Linear_Algebra_Review_Week_1_Optional/02_Addition_and_Scalar_Multiplication_7_min.mp4
7.8 MB
03_III._Linear_Algebra_Review_Week_1_Optional/02_Addition_and_Scalar_Multiplication_7_min.srt
12.3 kB
03_III._Linear_Algebra_Review_Week_1_Optional/02_Addition_and_Scalar_Multiplication_7_min.txt
5.6 kB
03_III._Linear_Algebra_Review_Week_1_Optional/03_Matrix_Vector_Multiplication_14_min.mp4
15.7 MB
03_III._Linear_Algebra_Review_Week_1_Optional/03_Matrix_Vector_Multiplication_14_min.srt
24.8 kB
03_III._Linear_Algebra_Review_Week_1_Optional/03_Matrix_Vector_Multiplication_14_min.txt
11.1 kB
03_III._Linear_Algebra_Review_Week_1_Optional/04_Matrix_Matrix_Multiplication_11_min.mp4
13.2 MB
03_III._Linear_Algebra_Review_Week_1_Optional/04_Matrix_Matrix_Multiplication_11_min.srt
21.1 kB
03_III._Linear_Algebra_Review_Week_1_Optional/04_Matrix_Matrix_Multiplication_11_min.txt
9.3 kB
03_III._Linear_Algebra_Review_Week_1_Optional/05_Matrix_Multiplication_Properties_9_min.mp4
10.3 MB
03_III._Linear_Algebra_Review_Week_1_Optional/05_Matrix_Multiplication_Properties_9_min.srt
17.2 kB
03_III._Linear_Algebra_Review_Week_1_Optional/05_Matrix_Multiplication_Properties_9_min.txt
7.6 kB
03_III._Linear_Algebra_Review_Week_1_Optional/06_Inverse_and_Transpose_11_min.mp4
13.5 MB
03_III._Linear_Algebra_Review_Week_1_Optional/06_Inverse_and_Transpose_11_min.srt
21.6 kB
03_III._Linear_Algebra_Review_Week_1_Optional/06_Inverse_and_Transpose_11_min.txt
9.5 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/01_Multiple_Features_8_min.mp4
9.3 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/01_Multiple_Features_8_min.pdf
1.8 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/01_Multiple_Features_8_min.pptx
4.6 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/01_Multiple_Features_8_min.srt
14.9 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/01_Multiple_Features_8_min.txt
6.6 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/02_Gradient_Descent_for_Multiple_Variables_5_min.mp4
6.1 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/02_Gradient_Descent_for_Multiple_Variables_5_min.srt
6.8 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/02_Gradient_Descent_for_Multiple_Variables_5_min.txt
4.4 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/03_Gradient_Descent_in_Practice_I_-_Feature_Scaling_9_min.mp4
9.9 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/03_Gradient_Descent_in_Practice_I_-_Feature_Scaling_9_min.srt
17.4 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/03_Gradient_Descent_in_Practice_I_-_Feature_Scaling_9_min.txt
7.9 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/04_Gradient_Descent_in_Practice_II_-_Learning_Rate_9_min.mp4
9.7 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/04_Gradient_Descent_in_Practice_II_-_Learning_Rate_9_min.srt
18.9 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/04_Gradient_Descent_in_Practice_II_-_Learning_Rate_9_min.txt
8.7 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/05_Features_and_Polynomial_Regression_8_min.mp4
8.7 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/05_Features_and_Polynomial_Regression_8_min.srt
16.3 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/05_Features_and_Polynomial_Regression_8_min.txt
7.6 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/06_Normal_Equation_16_min.mp4
18.0 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/06_Normal_Equation_16_min.srt
31.9 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/06_Normal_Equation_16_min.txt
15.1 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/07_Normal_Equation_Noninvertibility_Optional_6_min.mp4
6.5 MB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/07_Normal_Equation_Noninvertibility_Optional_6_min.srt
10.0 kB
04_IV._Linear_Regression_with_Multiple_Variables_Week_2/07_Normal_Equation_Noninvertibility_Optional_6_min.txt
5.8 kB
05_V._Octave_Tutorial_Week_2/01_Basic_Operations_14_min.mp4
18.6 MB
05_V._Octave_Tutorial_Week_2/01_Basic_Operations_14_min.pdf
248.2 kB
05_V._Octave_Tutorial_Week_2/01_Basic_Operations_14_min.pptx
417.1 kB
05_V._Octave_Tutorial_Week_2/01_Basic_Operations_14_min.srt
26.0 kB
05_V._Octave_Tutorial_Week_2/01_Basic_Operations_14_min.txt
11.9 kB
05_V._Octave_Tutorial_Week_2/02_Moving_Data_Around_16_min.mp4
21.8 MB
05_V._Octave_Tutorial_Week_2/02_Moving_Data_Around_16_min.srt
29.3 kB
05_V._Octave_Tutorial_Week_2/02_Moving_Data_Around_16_min.txt
13.2 kB
05_V._Octave_Tutorial_Week_2/03_Computing_on_Data_13_min.mp4
16.0 MB
05_V._Octave_Tutorial_Week_2/03_Computing_on_Data_13_min.srt
25.5 kB
05_V._Octave_Tutorial_Week_2/03_Computing_on_Data_13_min.txt
11.3 kB
05_V._Octave_Tutorial_Week_2/04_Plotting_Data_10_min.mp4
14.0 MB
05_V._Octave_Tutorial_Week_2/04_Plotting_Data_10_min.srt
17.8 kB
05_V._Octave_Tutorial_Week_2/04_Plotting_Data_10_min.txt
7.9 kB
05_V._Octave_Tutorial_Week_2/05_Control_Statements-_for_while_if_statements_13_min.mp4
17.3 MB
05_V._Octave_Tutorial_Week_2/05_Control_Statements-_for_while_if_statements_13_min.srt
23.9 kB
05_V._Octave_Tutorial_Week_2/05_Control_Statements-_for_while_if_statements_13_min.txt
10.9 kB
05_V._Octave_Tutorial_Week_2/06_Vectorization_14_min.mp4
16.9 MB
05_V._Octave_Tutorial_Week_2/06_Vectorization_14_min.srt
25.8 kB
05_V._Octave_Tutorial_Week_2/06_Vectorization_14_min.txt
11.7 kB
05_V._Octave_Tutorial_Week_2/07_Working_on_and_Submitting_Programming_Exercises_4_min.mp4
5.7 MB
05_V._Octave_Tutorial_Week_2/07_Working_on_and_Submitting_Programming_Exercises_4_min.srt
4.5 kB
05_V._Octave_Tutorial_Week_2/07_Working_on_and_Submitting_Programming_Exercises_4_min.txt
3.1 kB
06_VI._Logistic_Regression_Week_3/01_Classification_8_min.mp4
9.2 MB
06_VI._Logistic_Regression_Week_3/01_Classification_8_min.pdf
2.2 MB
06_VI._Logistic_Regression_Week_3/01_Classification_8_min.pptx
4.0 MB
06_VI._Logistic_Regression_Week_3/01_Classification_8_min.srt
16.6 kB
06_VI._Logistic_Regression_Week_3/01_Classification_8_min.txt
7.8 kB
06_VI._Logistic_Regression_Week_3/02_Hypothesis_Representation_7_min.mp4
8.7 MB
06_VI._Logistic_Regression_Week_3/02_Hypothesis_Representation_7_min.srt
14.5 kB
06_VI._Logistic_Regression_Week_3/02_Hypothesis_Representation_7_min.txt
6.6 kB
06_VI._Logistic_Regression_Week_3/03_Decision_Boundary_15_min.mp4
17.6 MB
06_VI._Logistic_Regression_Week_3/03_Decision_Boundary_15_min.srt
27.4 kB
06_VI._Logistic_Regression_Week_3/03_Decision_Boundary_15_min.txt
12.4 kB
06_VI._Logistic_Regression_Week_3/04_Cost_Function_11_min.mp4
13.7 MB
06_VI._Logistic_Regression_Week_3/04_Cost_Function_11_min.srt
22.7 kB
06_VI._Logistic_Regression_Week_3/04_Cost_Function_11_min.txt
10.2 kB
06_VI._Logistic_Regression_Week_3/05_Simplified_Cost_Function_and_Gradient_Descent_10_min.mp4
12.5 MB
06_VI._Logistic_Regression_Week_3/05_Simplified_Cost_Function_and_Gradient_Descent_10_min.srt
20.0 kB
06_VI._Logistic_Regression_Week_3/05_Simplified_Cost_Function_and_Gradient_Descent_10_min.txt
9.3 kB
06_VI._Logistic_Regression_Week_3/06_Advanced_Optimization_14_min.mp4
19.0 MB
06_VI._Logistic_Regression_Week_3/06_Advanced_Optimization_14_min.srt
28.5 kB
06_VI._Logistic_Regression_Week_3/06_Advanced_Optimization_14_min.txt
13.8 kB
06_VI._Logistic_Regression_Week_3/07_Multiclass_Classification-_One-vs-all_6_min.mp4
7.3 MB
06_VI._Logistic_Regression_Week_3/07_Multiclass_Classification-_One-vs-all_6_min.srt
12.9 kB
06_VI._Logistic_Regression_Week_3/07_Multiclass_Classification-_One-vs-all_6_min.txt
6.1 kB
07_VII._Regularization_Week_3/01_The_Problem_of_Overfitting_10_min.mp4
11.7 MB
07_VII._Regularization_Week_3/01_The_Problem_of_Overfitting_10_min.pdf
2.5 MB
07_VII._Regularization_Week_3/01_The_Problem_of_Overfitting_10_min.pptx
2.7 MB
07_VII._Regularization_Week_3/01_The_Problem_of_Overfitting_10_min.srt
19.7 kB
07_VII._Regularization_Week_3/01_The_Problem_of_Overfitting_10_min.txt
9.5 kB
07_VII._Regularization_Week_3/02_Cost_Function_10_min.mp4
12.2 MB
07_VII._Regularization_Week_3/02_Cost_Function_10_min.srt
20.2 kB
07_VII._Regularization_Week_3/02_Cost_Function_10_min.txt
9.4 kB
07_VII._Regularization_Week_3/03_Regularized_Linear_Regression_11_min.mp4
12.6 MB
07_VII._Regularization_Week_3/03_Regularized_Linear_Regression_11_min.srt
20.9 kB
07_VII._Regularization_Week_3/03_Regularized_Linear_Regression_11_min.txt
9.7 kB
07_VII._Regularization_Week_3/04_Regularized_Logistic_Regression_9_min.mp4
11.4 MB
07_VII._Regularization_Week_3/04_Regularized_Logistic_Regression_9_min.srt
17.6 kB
07_VII._Regularization_Week_3/04_Regularized_Logistic_Regression_9_min.txt
8.2 kB
08_VIII._Neural_Networks-_Representation_Week_4/01_Non-linear_Hypotheses_10_min.mp4
11.4 MB
08_VIII._Neural_Networks-_Representation_Week_4/01_Non-linear_Hypotheses_10_min.pdf
5.2 MB
08_VIII._Neural_Networks-_Representation_Week_4/01_Non-linear_Hypotheses_10_min.pptx
42.3 MB
08_VIII._Neural_Networks-_Representation_Week_4/01_Non-linear_Hypotheses_10_min.srt
19.5 kB
08_VIII._Neural_Networks-_Representation_Week_4/01_Non-linear_Hypotheses_10_min.txt
9.0 kB
08_VIII._Neural_Networks-_Representation_Week_4/02_Neurons_and_the_Brain_8_min.mp4
10.4 MB
08_VIII._Neural_Networks-_Representation_Week_4/02_Neurons_and_the_Brain_8_min.srt
16.8 kB
08_VIII._Neural_Networks-_Representation_Week_4/02_Neurons_and_the_Brain_8_min.txt
7.8 kB
08_VIII._Neural_Networks-_Representation_Week_4/03_Model_Representation_I_12_min.mp4
14.2 MB
08_VIII._Neural_Networks-_Representation_Week_4/03_Model_Representation_I_12_min.srt
22.1 kB
08_VIII._Neural_Networks-_Representation_Week_4/03_Model_Representation_I_12_min.txt
10.0 kB
08_VIII._Neural_Networks-_Representation_Week_4/04_Model_Representation_II_12_min.mp4
14.1 MB
08_VIII._Neural_Networks-_Representation_Week_4/04_Model_Representation_II_12_min.srt
23.0 kB
08_VIII._Neural_Networks-_Representation_Week_4/04_Model_Representation_II_12_min.txt
10.4 kB
08_VIII._Neural_Networks-_Representation_Week_4/05_Examples_and_Intuitions_I_7_min.mp4
8.3 MB
08_VIII._Neural_Networks-_Representation_Week_4/05_Examples_and_Intuitions_I_7_min.srt
13.4 kB
08_VIII._Neural_Networks-_Representation_Week_4/05_Examples_and_Intuitions_I_7_min.txt
5.8 kB
08_VIII._Neural_Networks-_Representation_Week_4/06_Examples_and_Intuitions_II_10_min.mp4
14.7 MB
08_VIII._Neural_Networks-_Representation_Week_4/06_Examples_and_Intuitions_II_10_min.srt
17.5 kB
08_VIII._Neural_Networks-_Representation_Week_4/06_Examples_and_Intuitions_II_10_min.txt
7.8 kB
08_VIII._Neural_Networks-_Representation_Week_4/07_Multiclass_Classification_4_min.mp4
5.1 MB
08_VIII._Neural_Networks-_Representation_Week_4/07_Multiclass_Classification_4_min.srt
7.6 kB
08_VIII._Neural_Networks-_Representation_Week_4/07_Multiclass_Classification_4_min.txt
3.5 kB
09_IX._Neural_Networks-_Learning_Week_5/01_Cost_Function_7_min.mp4
8.0 MB
09_IX._Neural_Networks-_Learning_Week_5/01_Cost_Function_7_min.pdf
3.5 MB
09_IX._Neural_Networks-_Learning_Week_5/01_Cost_Function_7_min.pptx
5.2 MB
09_IX._Neural_Networks-_Learning_Week_5/01_Cost_Function_7_min.srt
13.5 kB
09_IX._Neural_Networks-_Learning_Week_5/01_Cost_Function_7_min.txt
6.2 kB
09_IX._Neural_Networks-_Learning_Week_5/02_Backpropagation_Algorithm_12_min.mp4
14.6 MB
09_IX._Neural_Networks-_Learning_Week_5/02_Backpropagation_Algorithm_12_min.srt
23.4 kB
09_IX._Neural_Networks-_Learning_Week_5/02_Backpropagation_Algorithm_12_min.txt
10.6 kB
09_IX._Neural_Networks-_Learning_Week_5/03_Backpropagation_Intuition_13_min.mp4
16.2 MB
09_IX._Neural_Networks-_Learning_Week_5/03_Backpropagation_Intuition_13_min.srt
25.6 kB
09_IX._Neural_Networks-_Learning_Week_5/03_Backpropagation_Intuition_13_min.txt
11.6 kB
09_IX._Neural_Networks-_Learning_Week_5/04_Implementation_Note-_Unrolling_Parameters_8_min.mp4
9.8 MB
09_IX._Neural_Networks-_Learning_Week_5/04_Implementation_Note-_Unrolling_Parameters_8_min.srt
15.3 kB
09_IX._Neural_Networks-_Learning_Week_5/04_Implementation_Note-_Unrolling_Parameters_8_min.txt
7.0 kB
09_IX._Neural_Networks-_Learning_Week_5/05_Gradient_Checking_12_min.mp4
14.2 MB
09_IX._Neural_Networks-_Learning_Week_5/05_Gradient_Checking_12_min.srt
24.1 kB
09_IX._Neural_Networks-_Learning_Week_5/05_Gradient_Checking_12_min.txt
11.7 kB
09_IX._Neural_Networks-_Learning_Week_5/06_Random_Initialization_7_min.mp4
7.9 MB
09_IX._Neural_Networks-_Learning_Week_5/06_Random_Initialization_7_min.srt
14.3 kB
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