| 01_Topic_0_-_Welcome/01_Caltech_Welcome_-_S.G._Djorgovski.mp4 |
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| 01_Topic_0_-_Welcome/01_Caltech_Welcome_-_S.G._Djorgovski.srt |
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| 01_Topic_0_-_Welcome/01_Caltech_Welcome_-_S.G._Djorgovski.txt |
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| 01_Topic_0_-_Welcome/02_JPL_Welcome_-_R._Doyle_and_D._Crichton.mp4 |
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| 01_Topic_0_-_Welcome/02_JPL_Welcome_-_R._Doyle_and_D._Crichton.srt |
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| 01_Topic_0_-_Welcome/02_JPL_Welcome_-_R._Doyle_and_D._Crichton.txt |
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| 02_Topic_1_-_D._Thompson/01_Lecture_1.mp4 |
27.32MB |
| 02_Topic_1_-_D._Thompson/01_Lecture_1.srt |
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| 02_Topic_1_-_D._Thompson/02_Lecture_2.mp4 |
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| 02_Topic_1_-_D._Thompson/02_Lecture_2.srt |
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| 02_Topic_1_-_D._Thompson/03_Lecture_3.mp4 |
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| 02_Topic_1_-_D._Thompson/04_Lecture_4.mp4 |
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| 02_Topic_1_-_D._Thompson/05_Lecture_5.mp4 |
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| 02_Topic_1_-_D._Thompson/06_Lecture_6.mp4 |
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| 03_Topic_2_-_C._Donalek/01_Introduction_to_Machine_Learning-_general_aspects.mp4 |
25.73MB |
| 03_Topic_2_-_C._Donalek/01_Introduction_to_Machine_Learning-_general_aspects.srt |
17.64kB |
| 03_Topic_2_-_C._Donalek/01_Introduction_to_Machine_Learning-_general_aspects.txt |
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| 03_Topic_2_-_C._Donalek/02_Introduction_to_Machine_Learning-_Supervised_Learning.mp4 |
24.89MB |
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| 03_Topic_2_-_C._Donalek/03_Introduction_to_Machine_Learning-_Unsupervised_Learning.mp4 |
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| 03_Topic_2_-_C._Donalek/03_Introduction_to_Machine_Learning-_Unsupervised_Learning.txt |
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| 03_Topic_2_-_C._Donalek/04_Classification-_general_aspects.mp4 |
25.10MB |
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| 03_Topic_2_-_C._Donalek/05_Classification-_Neural_Networks.mp4 |
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| 03_Topic_2_-_C._Donalek/06_Classification-_overview_on_models_and_tools.mp4 |
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| 03_Topic_2_-_C._Donalek/09_Clustering-_Self-Organizing_Maps.mp4 |
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| 04_Topic_3_-_M._Graham/01_Lecture_1.mp4 |
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| 05_Topic_4_-_A._Mahabal/01_Lecture_1.mp4 |
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| 06_Topic_5_-_C._Mattmann/01_Lecture_1.mp4 |
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| 06_Topic_5_-_C._Mattmann/02_Lecture_2.mp4 |
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| 06_Topic_5_-_C._Mattmann/03_Lecture_3.mp4 |
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| 06_Topic_5_-_C._Mattmann/03_Lecture_3.srt |
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| 06_Topic_5_-_C._Mattmann/04_Lecture_4.mp4 |
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| 06_Topic_5_-_C._Mattmann/05_Lecture_5.mp4 |
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| 06_Topic_5_-_C._Mattmann/05_Lecture_5.srt |
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| 06_Topic_5_-_C._Mattmann/06_Lecture_6.mp4 |
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| 07_Topic_6_-_A._Braverman/01_Lecture_1.mp4 |
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| 07_Topic_6_-_A._Braverman/01_Lecture_1.srt |
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| 07_Topic_6_-_A._Braverman/01_Lecture_1.txt |
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| 07_Topic_6_-_A._Braverman/02_Lecture_2.mp4 |
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| 07_Topic_6_-_A._Braverman/02_Lecture_2.txt |
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| 07_Topic_6_-_A._Braverman/03_Lecture_3.mp4 |
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| 07_Topic_6_-_A._Braverman/04_Lecture_4.mp4 |
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| 07_Topic_6_-_A._Braverman/05_Lecture_5.mp4 |
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| 07_Topic_6_-_A._Braverman/06_Lecture_6.mp4 |
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| 07_Topic_6_-_A._Braverman/07_Lecture_7.mp4 |
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| 08_Topic_7_-_S._Davidoff/01_Lecture_1.mp4 |
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| 08_Topic_7_-_S._Davidoff/01_Lecture_1.srt |
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| 08_Topic_7_-_S._Davidoff/04_Lecture_4.mp4 |
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| 08_Topic_7_-_S._Davidoff/05_Lecture_5.mp4 |
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| 08_Topic_7_-_S._Davidoff/06_Lecture_6.txt |
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| 09_Topic_8_-_T._Fuchs/01_Lecture_1-_Decision_Trees.mp4 |
22.34MB |
| 09_Topic_8_-_T._Fuchs/01_Lecture_1-_Decision_Trees.srt |
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| 09_Topic_8_-_T._Fuchs/01_Lecture_1-_Decision_Trees.txt |
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| 09_Topic_8_-_T._Fuchs/02_Lecture_2-_Random_Forests.mp4 |
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| 09_Topic_8_-_T._Fuchs/02_Lecture_2-_Random_Forests.txt |
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| 09_Topic_8_-_T._Fuchs/03_Lecture_3-_Properties_of_Random_Forests.mp4 |
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| 09_Topic_8_-_T._Fuchs/04_Lecture_4-_Random_Forests_in_Space_Exploration.mp4 |
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| 09_Topic_8_-_T._Fuchs/05_Lecture_5-_Random_Forests_in_Cancer_Research.mp4 |
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| 10_Topic_9_-_M._Graham/01_Lecture_1.mp4 |
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| 10_Topic_9_-_M._Graham/02_Lecture_2.mp4 |
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| 11_Topic_10_-_S._lombeyda/01_Lecture_1-_What_is_Visualization.mp4 |
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| 11_Topic_10_-_S._lombeyda/02_Lecture_2-_Understanding_the_Landscape.mp4 |
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| 11_Topic_10_-_S._lombeyda/02_Lecture_2-_Understanding_the_Landscape.txt |
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| 11_Topic_10_-_S._lombeyda/03_Lecture_3-_A_Tool_Taxonomy.mp4 |
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| 11_Topic_10_-_S._lombeyda/04_Lecture_4-_Principles_of_Data_Representation.mp4 |
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| 11_Topic_10_-_S._lombeyda/05_Lecture_4a-_..._on_Color.mp4 |
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| 11_Topic_10_-_S._lombeyda/07_Lecture_5-_Addressing_Bottlenecks.mp4 |
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| 11_Topic_10_-_S._lombeyda/08_Lecture_6-_Putting_It_All_Together.mp4 |
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| 12_Topic_11_-_Genetic_Algorithms/01_Lecture_1-_Practical_Genetic_Algorithms.mp4 |
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| 13_Topic_12_-_Cloud_Computing/01_Lecture_1-_Introduction_to_Cloud_Computing.mp4 |
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| 13_Topic_12_-_Cloud_Computing/02_Lecture_2-__Algorithmic_Approaches_to_Big_Data.mp4 |
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| About/About.html |
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| About/links.txt |
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| Announcements/Announcements.html |
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| Usefulresources/Usefulresources.html |
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| course_home.html |
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