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Please note that this page does not hosts or makes available any of the listed filenames. You
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| 01_Basic_Operations_14_min.mp4 |
17.72MB |
| 01_Basic_Operations_14_min.pdf |
242.37KB |
| 01_Basic_Operations_14_min.pptx |
407.28KB |
| 01_Basic_Operations_14_min.srt |
25.35KB |
| 01_Basic_Operations_14_min.txt |
11.58KB |
| 01_Classification_8_min.mp4 |
8.77MB |
| 01_Classification_8_min.pdf |
2.12MB |
| 01_Classification_8_min.pptx |
3.82MB |
| 01_Classification_8_min.srt |
16.18KB |
| 01_Classification_8_min.txt |
7.64KB |
| 01_Cost_Function_7_min.mp4 |
7.66MB |
| 01_Cost_Function_7_min.pdf |
3.37MB |
| 01_Cost_Function_7_min.pptx |
4.96MB |
| 01_Cost_Function_7_min.srt |
13.16KB |
| 01_Cost_Function_7_min.txt |
6.06KB |
| 01_Deciding_What_to_Try_Next_6_min.mp4 |
6.86MB |
| 01_Deciding_What_to_Try_Next_6_min.pdf |
1.48MB |
| 01_Deciding_What_to_Try_Next_6_min.pptx |
3.35MB |
| 01_Deciding_What_to_Try_Next_6_min.srt |
12.44KB |
| 01_Deciding_What_to_Try_Next_6_min.txt |
5.94KB |
| 01_Learning_With_Large_Datasets_6_min.mp4 |
6.50MB |
| 01_Learning_With_Large_Datasets_6_min.pdf |
1.98MB |
| 01_Learning_With_Large_Datasets_6_min.pptx |
3.78MB |
| 01_Learning_With_Large_Datasets_6_min.srt |
7.86KB |
| 01_Learning_With_Large_Datasets_6_min.txt |
5.38KB |
| 01_Matrices_and_Vectors_9_min.mp4 |
9.56MB |
| 01_Matrices_and_Vectors_9_min.pdf |
1.80MB |
| 01_Matrices_and_Vectors_9_min.pptx |
4.92MB |
| 01_Matrices_and_Vectors_9_min.srt |
15.88KB |
| 01_Matrices_and_Vectors_9_min.txt |
7.08KB |
| 01_Model_Representation_8_min.mp4 |
9.00MB |
| 01_Model_Representation_8_min.pdf |
2.88MB |
| 01_Model_Representation_8_min.pptx |
5.35MB |
| 01_Model_Representation_8_min.srt |
9.91KB |
| 01_Model_Representation_8_min.txt |
6.82KB |
| 01_Motivation_I-_Data_Compression_10_min.mp4 |
14.31MB |
| 01_Motivation_I-_Data_Compression_10_min.pdf |
1.61MB |
| 01_Motivation_I-_Data_Compression_10_min.pptx |
3.62MB |
| 01_Motivation_I-_Data_Compression_10_min.srt |
20.14KB |
| 01_Motivation_I-_Data_Compression_10_min.txt |
9.23KB |
| 01_Multiple_Features_8_min.mp4 |
8.84MB |
| 01_Multiple_Features_8_min.pdf |
1.70MB |
| 01_Multiple_Features_8_min.pptx |
4.40MB |
| 01_Multiple_Features_8_min.srt |
14.54KB |
| 01_Multiple_Features_8_min.txt |
6.41KB |
| 01_Non-linear_Hypotheses_10_min.mp4 |
10.88MB |
| 01_Non-linear_Hypotheses_10_min.pdf |
4.97MB |
| 01_Non-linear_Hypotheses_10_min.pptx |
40.36MB |
| 01_Non-linear_Hypotheses_10_min.srt |
19.04KB |
| 01_Non-linear_Hypotheses_10_min.txt |
8.76KB |
| 01_Optimization_Objective_15_min.mp4 |
16.65MB |
| 01_Optimization_Objective_15_min.pdf |
2.30MB |
| 01_Optimization_Objective_15_min.pptx |
5.39MB |
| 01_Optimization_Objective_15_min.srt |
29.43KB |
| 01_Optimization_Objective_15_min.txt |
13.47KB |
| 01_Prioritizing_What_to_Work_On_10_min.mp4 |
11.17MB |
| 01_Prioritizing_What_to_Work_On_10_min.pdf |
497.64KB |
| 01_Prioritizing_What_to_Work_On_10_min.pptx |
1.93MB |
| 01_Prioritizing_What_to_Work_On_10_min.srt |
19.66KB |
| 01_Prioritizing_What_to_Work_On_10_min.txt |
9.12KB |
| 01_Problem_Description_and_Pipeline_7_min.mp4 |
7.91MB |
| 01_Problem_Description_and_Pipeline_7_min.pdf |
1.97MB |
| 01_Problem_Description_and_Pipeline_7_min.pptx |
6.13MB |
| 01_Problem_Description_and_Pipeline_7_min.srt |
14.71KB |
| 01_Problem_Description_and_Pipeline_7_min.txt |
6.88KB |
| 01_Problem_Formulation_8_min.mp4 |
10.67MB |
| 01_Problem_Formulation_8_min.pdf |
1.42MB |
| 01_Problem_Formulation_8_min.pptx |
3.60MB |
| 01_Problem_Formulation_8_min.srt |
16.82KB |
| 01_Problem_Formulation_8_min.txt |
7.91KB |
| 01_Problem_Motivation_8_min.mp4 |
8.35MB |
| 01_Problem_Motivation_8_min.pdf |
3.33MB |
| 01_Problem_Motivation_8_min.pptx |
6.05MB |
| 01_Problem_Motivation_8_min.srt |
16.02KB |
| 01_Problem_Motivation_8_min.txt |
7.48KB |
| 01_Summary_and_Thank_You_5_min.mp4 |
6.09MB |
| 01_Summary_and_Thank_You_5_min.srt |
8.08KB |
| 01_Summary_and_Thank_You_5_min.txt |
4.52KB |
| 01_The_Problem_of_Overfitting_10_min.mp4 |
11.15MB |
| 01_The_Problem_of_Overfitting_10_min.pdf |
2.34MB |
| 01_The_Problem_of_Overfitting_10_min.pptx |
2.59MB |
| 01_The_Problem_of_Overfitting_10_min.srt |
19.25KB |
| 01_The_Problem_of_Overfitting_10_min.txt |
9.23KB |
| 01_Unsupervised_Learning-_Introduction_3_min.mp4 |
3.80MB |
| 01_Unsupervised_Learning-_Introduction_3_min.pdf |
2.17MB |
| 01_Unsupervised_Learning-_Introduction_3_min.pptx |
2.79MB |
| 01_Unsupervised_Learning-_Introduction_3_min.srt |
6.99KB |
| 01_Unsupervised_Learning-_Introduction_3_min.txt |
3.38KB |
| 01_Welcome_7_min.mp4 |
11.95MB |
| 01_Welcome_7_min.pdf |
3.30MB |
| 01_Welcome_7_min.pptx |
4.02MB |
| 01_Welcome_7_min.srt |
9.86KB |
| 01_Welcome_7_min.txt |
6.76KB |
| 02_Addition_and_Scalar_Multiplication_7_min.mp4 |
7.46MB |
| 02_Addition_and_Scalar_Multiplication_7_min.srt |
11.97KB |
| 02_Addition_and_Scalar_Multiplication_7_min.txt |
5.51KB |
| 02_Backpropagation_Algorithm_12_min.mp4 |
13.94MB |
| 02_Backpropagation_Algorithm_12_min.srt |
22.83KB |
| 02_Backpropagation_Algorithm_12_min.txt |
10.39KB |
| 02_Content_Based_Recommendations_15_min.mp4 |
16.93MB |
| 02_Content_Based_Recommendations_15_min.srt |
28.57KB |
| 02_Content_Based_Recommendations_15_min.txt |
12.94KB |
| 02_Cost_Function_10_min.mp4 |
11.63MB |
| 02_Cost_Function_10_min.srt |
19.73KB |
| 02_Cost_Function_10_min.txt |
9.15KB |
| 02_Cost_Function_8_min.mp4 |
9.05MB |
| 02_Cost_Function_8_min.srt |
9.85KB |
| 02_Cost_Function_8_min.txt |
6.72KB |
| 02_Error_Analysis_13_min.mp4 |
15.43MB |
| 02_Error_Analysis_13_min.srt |
27.47KB |
| 02_Error_Analysis_13_min.txt |
12.95KB |
| 02_Evaluating_a_Hypothesis_8_min.mp4 |
8.48MB |
| 02_Evaluating_a_Hypothesis_8_min.srt |
11.50KB |
| 02_Evaluating_a_Hypothesis_8_min.txt |
6.33KB |
| 02_Gaussian_Distribution_10_min.mp4 |
11.69MB |
| 02_Gaussian_Distribution_10_min.srt |
20.64KB |
| 02_Gaussian_Distribution_10_min.txt |
9.76KB |
| 02_Gradient_Descent_for_Multiple_Variables_5_min.mp4 |
5.78MB |
| 02_Gradient_Descent_for_Multiple_Variables_5_min.srt |
6.62KB |
| 02_Gradient_Descent_for_Multiple_Variables_5_min.txt |
4.32KB |
| 02_Hypothesis_Representation_7_min.mp4 |
8.34MB |
| 02_Hypothesis_Representation_7_min.srt |
14.15KB |
| 02_Hypothesis_Representation_7_min.txt |
6.43KB |
| 02_K-Means_Algorithm_13_min.mp4 |
13.81MB |
| 02_K-Means_Algorithm_13_min.srt |
26.24KB |
| 02_K-Means_Algorithm_13_min.txt |
12.06KB |
| 02_Large_Margin_Intuition_11_min.mp4 |
11.81MB |
| 02_Large_Margin_Intuition_11_min.srt |
21.27KB |
| 02_Large_Margin_Intuition_11_min.txt |
9.95KB |
| 02_Motivation_II-_Visualization_6_min.mp4 |
6.30MB |
| 02_Motivation_II-_Visualization_6_min.srt |
10.18KB |
| 02_Motivation_II-_Visualization_6_min.txt |
4.68KB |
| 02_Moving_Data_Around_16_min.mp4 |
20.77MB |
| 02_Moving_Data_Around_16_min.srt |
28.61KB |
| 02_Moving_Data_Around_16_min.txt |
12.87KB |
| 02_Neurons_and_the_Brain_8_min.mp4 |
9.89MB |
| 02_Neurons_and_the_Brain_8_min.srt |
16.41KB |
| 02_Neurons_and_the_Brain_8_min.txt |
7.65KB |
| 02_Sliding_Windows_15_min.mp4 |
16.52MB |
| 02_Sliding_Windows_15_min.srt |
31.47KB |
| 02_Sliding_Windows_15_min.txt |
14.58KB |
| 02_Stochastic_Gradient_Descent_13_min.mp4 |
15.33MB |
| 02_Stochastic_Gradient_Descent_13_min.srt |
18.15KB |
| 02_Stochastic_Gradient_Descent_13_min.txt |
12.80KB |
| 02_What_is_Machine_Learning_7_min.mp4 |
9.35MB |
| 02_What_is_Machine_Learning_7_min.srt |
10.14KB |
| 02_What_is_Machine_Learning_7_min.txt |
6.97KB |
| 03_Algorithm_12_min.mp4 |
13.95MB |
| 03_Algorithm_12_min.srt |
23.49KB |
| 03_Algorithm_12_min.txt |
10.68KB |
| 03_Backpropagation_Intuition_13_min.mp4 |
15.44MB |
| 03_Backpropagation_Intuition_13_min.srt |
24.96KB |
| 03_Backpropagation_Intuition_13_min.txt |
11.38KB |
| 03_Collaborative_Filtering_10_min.mp4 |
11.75MB |
| 03_Collaborative_Filtering_10_min.srt |
20.24KB |
| 03_Collaborative_Filtering_10_min.txt |
9.47KB |
| 03_Computing_on_Data_13_min.mp4 |
15.25MB |
| 03_Computing_on_Data_13_min.srt |
24.94KB |
| 03_Computing_on_Data_13_min.txt |
11.06KB |
| 03_Cost_Function_-_Intuition_I_11_min.mp4 |
12.24MB |
| 03_Cost_Function_-_Intuition_I_11_min.srt |
12.14KB |
| 03_Cost_Function_-_Intuition_I_11_min.txt |
8.35KB |
| 03_Decision_Boundary_15_min.mp4 |
16.74MB |
| 03_Decision_Boundary_15_min.srt |
26.75KB |
| 03_Decision_Boundary_15_min.txt |
12.12KB |
| 03_Error_Metrics_for_Skewed_Classes_12_min.mp4 |
13.25MB |
| 03_Error_Metrics_for_Skewed_Classes_12_min.srt |
22.06KB |
| 03_Error_Metrics_for_Skewed_Classes_12_min.txt |
10.18KB |
| 03_Getting_Lots_of_Data_and_Artificial_Data_16_min.mp4 |
18.82MB |
| 03_Getting_Lots_of_Data_and_Artificial_Data_16_min.srt |
35.18KB |
| 03_Getting_Lots_of_Data_and_Artificial_Data_16_min.txt |
16.37KB |
| 03_Gradient_Descent_in_Practice_I_-_Feature_Scaling_9_min.mp4 |
9.46MB |
| 03_Gradient_Descent_in_Practice_I_-_Feature_Scaling_9_min.srt |
17.00KB |
| 03_Gradient_Descent_in_Practice_I_-_Feature_Scaling_9_min.txt |
7.76KB |
| 03_Mathematics_Behind_Large_Margin_Classification_Optional_20_min.mp4 |
21.83MB |
| 03_Mathematics_Behind_Large_Margin_Classification_Optional_20_min.srt |
35.86KB |
| 03_Mathematics_Behind_Large_Margin_Classification_Optional_20_min.txt |
16.38KB |
| 03_Matrix_Vector_Multiplication_14_min.mp4 |
15.00MB |
| 03_Matrix_Vector_Multiplication_14_min.srt |
24.26KB |
| 03_Matrix_Vector_Multiplication_14_min.txt |
10.83KB |
| 03_Mini-Batch_Gradient_Descent_6_min.mp4 |
7.32MB |
| 03_Mini-Batch_Gradient_Descent_6_min.srt |
7.78KB |
| 03_Mini-Batch_Gradient_Descent_6_min.txt |
5.55KB |
| 03_Model_Representation_I_12_min.mp4 |
13.51MB |
| 03_Model_Representation_I_12_min.srt |
21.60KB |
| 03_Model_Representation_I_12_min.txt |
9.76KB |
| 03_Model_Selection_and_Train-Validation-Test_Sets_12_min.mp4 |
14.07MB |
| 03_Model_Selection_and_Train-Validation-Test_Sets_12_min.srt |
24.64KB |
| 03_Model_Selection_and_Train-Validation-Test_Sets_12_min.txt |
11.28KB |
| 03_Optimization_Objective_7_min.mp4 |
8.15MB |
| 03_Optimization_Objective_7_min.srt |
13.70KB |
| 03_Optimization_Objective_7_min.txt |
6.34KB |
| 03_Principal_Component_Analysis_Problem_Formulation_9_min.mp4 |
10.45MB |
| 03_Principal_Component_Analysis_Problem_Formulation_9_min.srt |
18.42KB |
| 03_Principal_Component_Analysis_Problem_Formulation_9_min.txt |
8.54KB |
| 03_Regularized_Linear_Regression_11_min.mp4 |
12.00MB |
| 03_Regularized_Linear_Regression_11_min.srt |
20.37KB |
| 03_Regularized_Linear_Regression_11_min.txt |
9.50KB |
| 03_Supervised_Learning_12_min.mp4 |
13.45MB |
| 03_Supervised_Learning_12_min.srt |
16.82KB |
| 03_Supervised_Learning_12_min.txt |
11.55KB |
| 04_Ceiling_Analysis-_What_Part_of_the_Pipeline_to_Work_on_Next_14_min.mp4 |
16.11MB |
| 04_Ceiling_Analysis-_What_Part_of_the_Pipeline_to_Work_on_Next_14_min.srt |
30.50KB |
| 04_Ceiling_Analysis-_What_Part_of_the_Pipeline_to_Work_on_Next_14_min.txt |
14.69KB |
| 04_Collaborative_Filtering_Algorithm_9_min.mp4 |
10.31MB |
| 04_Collaborative_Filtering_Algorithm_9_min.srt |
16.49KB |
| 04_Collaborative_Filtering_Algorithm_9_min.txt |
7.72KB |
| 04_Cost_Function_-_Intuition_II_9_min.mp4 |
11.36MB |
| 04_Cost_Function_-_Intuition_II_9_min.srt |
11.17KB |
| 04_Cost_Function_-_Intuition_II_9_min.txt |
7.71KB |
| 04_Cost_Function_11_min.mp4 |
13.09MB |
| 04_Cost_Function_11_min.srt |
22.17KB |
| 04_Cost_Function_11_min.txt |
9.96KB |
| 04_Developing_and_Evaluating_an_Anomaly_Detection_System_13_min.mp4 |
15.15MB |
| 04_Developing_and_Evaluating_an_Anomaly_Detection_System_13_min.srt |
27.29KB |
| 04_Developing_and_Evaluating_an_Anomaly_Detection_System_13_min.txt |
12.92KB |
| 04_Diagnosing_Bias_vs._Variance_8_min.mp4 |
8.97MB |
| 04_Diagnosing_Bias_vs._Variance_8_min.srt |
16.14KB |
| 04_Diagnosing_Bias_vs._Variance_8_min.txt |
7.75KB |
| 04_Gradient_Descent_in_Practice_II_-_Learning_Rate_9_min.mp4 |
9.26MB |
| 04_Gradient_Descent_in_Practice_II_-_Learning_Rate_9_min.srt |
18.49KB |
| 04_Gradient_Descent_in_Practice_II_-_Learning_Rate_9_min.txt |
8.50KB |
| 04_Implementation_Note-_Unrolling_Parameters_8_min.mp4 |
9.38MB |
| 04_Implementation_Note-_Unrolling_Parameters_8_min.srt |
14.90KB |
| 04_Implementation_Note-_Unrolling_Parameters_8_min.txt |
6.84KB |
| 04_Kernels_I_16_min.mp4 |
17.57MB |
| 04_Kernels_I_16_min.srt |
29.07KB |
| 04_Kernels_I_16_min.txt |
13.18KB |
| 04_Matrix_Matrix_Multiplication_11_min.mp4 |
12.59MB |
| 04_Matrix_Matrix_Multiplication_11_min.srt |
20.60KB |
| 04_Matrix_Matrix_Multiplication_11_min.txt |
9.06KB |
| 04_Model_Representation_II_12_min.mp4 |
13.45MB |
| 04_Model_Representation_II_12_min.srt |
22.43KB |
| 04_Model_Representation_II_12_min.txt |
10.15KB |
| 04_Plotting_Data_10_min.mp4 |
13.32MB |
| 04_Plotting_Data_10_min.srt |
17.36KB |
| 04_Plotting_Data_10_min.txt |
7.75KB |
| 04_Principal_Component_Analysis_Algorithm_15_min.mp4 |
17.79MB |
| 04_Principal_Component_Analysis_Algorithm_15_min.srt |
28.58KB |
| 04_Principal_Component_Analysis_Algorithm_15_min.txt |
12.84KB |
| 04_Random_Initialization_8_min.mp4 |
8.67MB |
| 04_Random_Initialization_8_min.srt |
16.22KB |
| 04_Random_Initialization_8_min.txt |
7.80KB |
| 04_Regularized_Logistic_Regression_9_min.mp4 |
10.89MB |
| 04_Regularized_Logistic_Regression_9_min.srt |
17.16KB |
| 04_Regularized_Logistic_Regression_9_min.txt |
8.03KB |
| 04_Stochastic_Gradient_Descent_Convergence_12_min.mp4 |
13.33MB |
| 04_Stochastic_Gradient_Descent_Convergence_12_min.srt |
16.16KB |
| 04_Stochastic_Gradient_Descent_Convergence_12_min.txt |
11.59KB |
| 04_Trading_Off_Precision_and_Recall_14_min.mp4 |
15.99MB |
| 04_Trading_Off_Precision_and_Recall_14_min.srt |
28.59KB |
| 04_Trading_Off_Precision_and_Recall_14_min.txt |
13.19KB |
| 04_Unsupervised_Learning_14_min.mp4 |
16.66MB |
| 04_Unsupervised_Learning_14_min.srt |
29.06KB |
| 04_Unsupervised_Learning_14_min.txt |
13.91KB |
| 05_Anomaly_Detection_vs._Supervised_Learning_8_min.mp4 |
9.28MB |
| 05_Anomaly_Detection_vs._Supervised_Learning_8_min.srt |
16.42KB |
| 05_Anomaly_Detection_vs._Supervised_Learning_8_min.txt |
7.84KB |
| 05_Choosing_the_Number_of_Clusters_8_min.mp4 |
9.40MB |
| 05_Choosing_the_Number_of_Clusters_8_min.srt |
17.94KB |
| 05_Choosing_the_Number_of_Clusters_8_min.txt |
8.36KB |
| 05_Choosing_the_Number_of_Principal_Components_11_min.mp4 |
11.84MB |
| 05_Choosing_the_Number_of_Principal_Components_11_min.srt |
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| 05_Choosing_the_Number_of_Principal_Components_11_min.txt |
9.64KB |
| 05_Control_Statements-_for_while_if_statements_13_min.mp4 |
16.49MB |
| 05_Control_Statements-_for_while_if_statements_13_min.srt |
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| 05_Control_Statements-_for_while_if_statements_13_min.txt |
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| 05_Data_For_Machine_Learning_11_min.mp4 |
12.87MB |
| 05_Data_For_Machine_Learning_11_min.srt |
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| 05_Data_For_Machine_Learning_11_min.txt |
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| 05_Examples_and_Intuitions_I_7_min.mp4 |
7.89MB |
| 05_Examples_and_Intuitions_I_7_min.srt |
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| 05_Examples_and_Intuitions_I_7_min.txt |
5.70KB |
| 05_Features_and_Polynomial_Regression_8_min.mp4 |
8.26MB |
| 05_Features_and_Polynomial_Regression_8_min.srt |
15.90KB |
| 05_Features_and_Polynomial_Regression_8_min.txt |
7.39KB |
| 05_Gradient_Checking_12_min.mp4 |
13.50MB |
| 05_Gradient_Checking_12_min.srt |
23.58KB |
| 05_Gradient_Checking_12_min.txt |
11.40KB |
| 05_Gradient_Descent_11_min.mp4 |
13.50MB |
| 05_Gradient_Descent_11_min.srt |
15.39KB |
| 05_Gradient_Descent_11_min.txt |
10.38KB |
| 05_Kernels_II_16_min.mp4 |
17.45MB |
| 05_Kernels_II_16_min.srt |
30.67KB |
| 05_Kernels_II_16_min.txt |
14.45KB |
| 05_Matrix_Multiplication_Properties_9_min.mp4 |
9.81MB |
| 05_Matrix_Multiplication_Properties_9_min.srt |
16.75KB |
| 05_Matrix_Multiplication_Properties_9_min.txt |
7.40KB |
| 05_Online_Learning_13_min.mp4 |
14.91MB |
| 05_Online_Learning_13_min.srt |
27.68KB |
| 05_Online_Learning_13_min.txt |
12.75KB |
| 05_Regularization_and_Bias-Variance_11_min.mp4 |
12.60MB |
| 05_Regularization_and_Bias-Variance_11_min.srt |
22.54KB |
| 05_Regularization_and_Bias-Variance_11_min.txt |
10.37KB |
| 05_Simplified_Cost_Function_and_Gradient_Descent_10_min.mp4 |
11.96MB |
| 05_Simplified_Cost_Function_and_Gradient_Descent_10_min.srt |
19.58KB |
| 05_Simplified_Cost_Function_and_Gradient_Descent_10_min.txt |
9.11KB |
| 05_Vectorization-_Low_Rank_Matrix_Factorization_8_min.mp4 |
9.68MB |
| 05_Vectorization-_Low_Rank_Matrix_Factorization_8_min.srt |
16.31KB |
| 05_Vectorization-_Low_Rank_Matrix_Factorization_8_min.txt |
7.58KB |
| 06_Advanced_Optimization_14_min.mp4 |
18.15MB |
| 06_Advanced_Optimization_14_min.srt |
27.80KB |
| 06_Advanced_Optimization_14_min.txt |
13.43KB |
| 06_Choosing_What_Features_to_Use_12_min.mp4 |
14.12MB |
| 06_Choosing_What_Features_to_Use_12_min.srt |
25.14KB |
| 06_Choosing_What_Features_to_Use_12_min.txt |
11.71KB |
| 06_Examples_and_Intuitions_II_10_min.mp4 |
14.00MB |
| 06_Examples_and_Intuitions_II_10_min.srt |
17.05KB |
| 06_Examples_and_Intuitions_II_10_min.txt |
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| 06_Gradient_Descent_Intuition_12_min.mp4 |
13.03MB |
| 06_Gradient_Descent_Intuition_12_min.srt |
15.50KB |
| 06_Gradient_Descent_Intuition_12_min.txt |
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| 06_Implementational_Detail-_Mean_Normalization_9_min.mp4 |
9.71MB |
| 06_Implementational_Detail-_Mean_Normalization_9_min.srt |
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| 06_Implementational_Detail-_Mean_Normalization_9_min.txt |
7.60KB |
| 06_Inverse_and_Transpose_11_min.mp4 |
12.87MB |
| 06_Inverse_and_Transpose_11_min.srt |
21.09KB |
| 06_Inverse_and_Transpose_11_min.txt |
9.32KB |
| 06_Learning_Curves_12_min.mp4 |
12.92MB |
| 06_Learning_Curves_12_min.srt |
24.72KB |
| 06_Learning_Curves_12_min.txt |
11.70KB |
| 06_Map_Reduce_and_Data_Parallelism_14_min.mp4 |
16.06MB |
| 06_Map_Reduce_and_Data_Parallelism_14_min.srt |
28.86KB |
| 06_Map_Reduce_and_Data_Parallelism_14_min.txt |
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| 06_Normal_Equation_16_min.mp4 |
17.13MB |
| 06_Normal_Equation_16_min.srt |
31.20KB |
| 06_Normal_Equation_16_min.txt |
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| 06_Random_Initialization_7_min.mp4 |
7.56MB |
| 06_Random_Initialization_7_min.srt |
13.95KB |
| 06_Random_Initialization_7_min.txt |
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| 06_Reconstruction_from_Compressed_Representation_4_min.mp4 |
4.98MB |
| 06_Reconstruction_from_Compressed_Representation_4_min.srt |
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| 06_Reconstruction_from_Compressed_Representation_4_min.txt |
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| 06_Using_An_SVM_21_min.mp4 |
23.95MB |
| 06_Using_An_SVM_21_min.srt |
43.50KB |
| 06_Using_An_SVM_21_min.txt |
20.67KB |
| 06_Vectorization_14_min.mp4 |
16.09MB |
| 06_Vectorization_14_min.srt |
25.23KB |
| 06_Vectorization_14_min.txt |
11.42KB |
| 07_Advice_for_Applying_PCA_13_min.mp4 |
14.70MB |
| 07_Advice_for_Applying_PCA_13_min.srt |
26.32KB |
| 07_Advice_for_Applying_PCA_13_min.txt |
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| 07_Deciding_What_to_Do_Next_Revisited_7_min.mp4 |
8.18MB |
| 07_Deciding_What_to_Do_Next_Revisited_7_min.srt |
14.08KB |
| 07_Deciding_What_to_Do_Next_Revisited_7_min.txt |
6.81KB |
| 07_Gradient_Descent_For_Linear_Regression_10_min.mp4 |
12.18MB |
| 07_Gradient_Descent_For_Linear_Regression_10_min.srt |
18.71KB |
| 07_Gradient_Descent_For_Linear_Regression_10_min.txt |
8.79KB |
| 07_Multiclass_Classification_4_min.mp4 |
4.83MB |
| 07_Multiclass_Classification_4_min.srt |
7.43KB |
| 07_Multiclass_Classification_4_min.txt |
3.42KB |
| 07_Multiclass_Classification-_One-vs-all_6_min.mp4 |
6.93MB |
| 07_Multiclass_Classification-_One-vs-all_6_min.srt |
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| 07_Multiclass_Classification-_One-vs-all_6_min.txt |
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| 07_Multivariate_Gaussian_Distribution_Optional_14_min.mp4 |
15.93MB |
| 07_Multivariate_Gaussian_Distribution_Optional_14_min.srt |
27.44KB |
| 07_Multivariate_Gaussian_Distribution_Optional_14_min.txt |
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| 07_Normal_Equation_Noninvertibility_Optional_6_min.mp4 |
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| 07_Normal_Equation_Noninvertibility_Optional_6_min.srt |
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| 07_Normal_Equation_Noninvertibility_Optional_6_min.txt |
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| 07_Putting_It_Together_14_min.mp4 |
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| 07_Putting_It_Together_14_min.srt |
27.68KB |
| 07_Putting_It_Together_14_min.txt |
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| 07_Working_on_and_Submitting_Programming_Exercises_4_min.mp4 |
5.46MB |
| 07_Working_on_and_Submitting_Programming_Exercises_4_min.srt |
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| 07_Working_on_and_Submitting_Programming_Exercises_4_min.txt |
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| 08 Anomaly Detection using the Multivariate Gaussian Distribution Optional 14 min mp4 |
16.34MB |
| 08 Anomaly Detection using the Multivariate Gaussian Distribution Optional 14 min srt |
26.26KB |
| 08 Anomaly Detection using the Multivariate Gaussian Distribution Optional 14 min txt |
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| 08_Autonomous_Driving_7_min.mp4 |
14.88MB |
| 08_Autonomous_Driving_7_min.srt |
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| 08_Autonomous_Driving_7_min.txt |
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| 08_Whats_Next_6_min.mp4 |
6.08MB |
| 08_Whats_Next_6_min.srt |
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| 08_Whats_Next_6_min.txt |
5.82KB |
| entered_login.html |
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