Name | DL | Torrents | Total Size | Video Lectures [edit] | 155 | 727.63GB | 2701 | 0 | Lectures [edit] | 10 | 473.11GB | 359 | 0 |
ml-005 (376 files)
01_I._Introduction_Week_1/01_Welcome_7_min.mp4 | 12.53MB |
01_I._Introduction_Week_1/01_Welcome_7_min.pdf | 3.46MB |
01_I._Introduction_Week_1/01_Welcome_7_min.pptx | 4.22MB |
01_I._Introduction_Week_1/01_Welcome_7_min.srt | 10.09kB |
01_I._Introduction_Week_1/01_Welcome_7_min.txt | 6.92kB |
01_I._Introduction_Week_1/02_What_is_Machine_Learning_7_min.mp4 | 9.81MB |
01_I._Introduction_Week_1/02_What_is_Machine_Learning_7_min.srt | 10.38kB |
01_I._Introduction_Week_1/02_What_is_Machine_Learning_7_min.txt | 7.14kB |
01_I._Introduction_Week_1/03_Supervised_Learning_12_min.mp4 | 14.11MB |
01_I._Introduction_Week_1/03_Supervised_Learning_12_min.srt | 17.23kB |
01_I._Introduction_Week_1/03_Supervised_Learning_12_min.txt | 11.83kB |
01_I._Introduction_Week_1/04_Unsupervised_Learning_14_min.mp4 | 17.47MB |
01_I._Introduction_Week_1/04_Unsupervised_Learning_14_min.srt | 29.75kB |
01_I._Introduction_Week_1/04_Unsupervised_Learning_14_min.txt | 14.25kB |
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.mp4 | 9.43MB |
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.pdf | 3.02MB |
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.pptx | 5.61MB |
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.srt | 10.15kB |
02_II._Linear_Regression_with_One_Variable_Week_1/01_Model_Representation_8_min.txt | 6.98kB |
02_II._Linear_Regression_with_One_Variable_Week_1/02_Cost_Function_8_min.mp4 | 9.48MB |
02_II._Linear_Regression_with_One_Variable_Week_1/02_Cost_Function_8_min.srt | 10.09kB |
02_II._Linear_Regression_with_One_Variable_Week_1/02_Cost_Function_8_min.txt | 6.88kB |
02_II._Linear_Regression_with_One_Variable_Week_1/03_Cost_Function_-_Intuition_I_11_min.mp4 | 12.84MB |
02_II._Linear_Regression_with_One_Variable_Week_1/03_Cost_Function_-_Intuition_I_11_min.srt | 12.43kB |
02_II._Linear_Regression_with_One_Variable_Week_1/03_Cost_Function_-_Intuition_I_11_min.txt | 8.55kB |
02_II._Linear_Regression_with_One_Variable_Week_1/04_Cost_Function_-_Intuition_II_9_min.mp4 | 11.91MB |
02_II._Linear_Regression_with_One_Variable_Week_1/04_Cost_Function_-_Intuition_II_9_min.srt | 11.43kB |
02_II._Linear_Regression_with_One_Variable_Week_1/04_Cost_Function_-_Intuition_II_9_min.txt | 7.89kB |
02_II._Linear_Regression_with_One_Variable_Week_1/05_Gradient_Descent_11_min.mp4 | 14.16MB |
02_II._Linear_Regression_with_One_Variable_Week_1/05_Gradient_Descent_11_min.srt | 15.76kB |
02_II._Linear_Regression_with_One_Variable_Week_1/05_Gradient_Descent_11_min.txt | 10.62kB |
02_II._Linear_Regression_with_One_Variable_Week_1/06_Gradient_Descent_Intuition_12_min.mp4 | 13.66MB |
02_II._Linear_Regression_with_One_Variable_Week_1/06_Gradient_Descent_Intuition_12_min.srt | 15.87kB |
02_II._Linear_Regression_with_One_Variable_Week_1/06_Gradient_Descent_Intuition_12_min.txt | 10.96kB |
02_II._Linear_Regression_with_One_Variable_Week_1/07_Gradient_Descent_For_Linear_Regression_10_min.mp4 | 12.77MB |
02_II._Linear_Regression_with_One_Variable_Week_1/07_Gradient_Descent_For_Linear_Regression_10_min.srt | 19.16kB |
02_II._Linear_Regression_with_One_Variable_Week_1/07_Gradient_Descent_For_Linear_Regression_10_min.txt | 9.01kB |
02_II._Linear_Regression_with_One_Variable_Week_1/08_Whats_Next_6_min.mp4 | 6.38MB |
02_II._Linear_Regression_with_One_Variable_Week_1/08_Whats_Next_6_min.srt | 8.65kB |
02_II._Linear_Regression_with_One_Variable_Week_1/08_Whats_Next_6_min.txt | 5.96kB |
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.mp4 | 10.02MB |
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.pdf | 1.89MB |
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.pptx | 5.16MB |
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.srt | 16.26kB |
03_III._Linear_Algebra_Review_Week_1_Optional/01_Matrices_and_Vectors_9_min.txt | 7.25kB |
03_III._Linear_Algebra_Review_Week_1_Optional/02_Addition_and_Scalar_Multiplication_7_min.mp4 | 7.82MB |
03_III._Linear_Algebra_Review_Week_1_Optional/02_Addition_and_Scalar_Multiplication_7_min.srt | 12.26kB |
03_III._Linear_Algebra_Review_Week_1_Optional/02_Addition_and_Scalar_Multiplication_7_min.txt | 5.64kB |
03_III._Linear_Algebra_Review_Week_1_Optional/03_Matrix_Vector_Multiplication_14_min.mp4 | 15.73MB |