| machine_learning_cmu_2015/Bayes Classifier (19) - Machine Learning 10-715 Fall 2015-jVjecjAuF-Y.mp4 |
205.2 MB |
| machine_learning_cmu_2015/Big data and scalability (21) - Machine Learning 10-715 Fall 2015-ax_Oao-IPDk.mp4 |
1.1 GB |
| machine_learning_cmu_2015/Clustering (5) - Machine Learning 10-715 Fall 2015-mXXk77sSWAs.mkv |
1.3 GB |
| machine_learning_cmu_2015/Clustering (6) - Machine Learning 10-715 Fall 2015-0yYh4HKNymo.mp4 |
1002.4 MB |
| machine_learning_cmu_2015/Conditional Random Fields and Exponential Families (17) - Machine Learning 10-715 Fall 2015-Yq_CLto7IWY.mp4 |
12.2 GB |
| machine_learning_cmu_2015/Deep Learning (3) Machine Learning 10-715 Fall 2015-rCHao5GwvK8.mp4 |
11.8 GB |
| machine_learning_cmu_2015/Deep Learning (4) - Machine Learning 10-715 Fall 2015-cL0Dm_YUkP4.mkv |
1.2 GB |
| machine_learning_cmu_2015/DeepNetworks.pdf |
36.9 MB |
| machine_learning_cmu_2015/Directed Graphical Models (14) - Machine Learning 10-715 Fall 2015-fX1SBPZXOpo.mkv |
11.5 GB |
| machine_learning_cmu_2015/EM, PCA(7) - Machine Learning 10-715 Fall 2015-RI6PYd3Rp9A.mp4 |
1.1 GB |
| machine_learning_cmu_2015/EM.pdf |
1.9 MB |
| machine_learning_cmu_2015/Final Presentation 1 (22) -- Machine Learning 10-715 Fall 2015-chMKz97JFW8.mkv |
1003.4 MB |
| machine_learning_cmu_2015/Gaussian Process(11) - Machine Learning 10-715 Fall 2015-nbAaSBuM2Ss.mp4 |
1 GB |
| machine_learning_cmu_2015/GP.pdf |
2.3 MB |
| machine_learning_cmu_2015/GraphicalModels.pdf |
14.8 MB |
| machine_learning_cmu_2015/Hidden Markov Models (16) - Machine Learning 10-715 Fall 2015-pIcfZ--FoPA.mkv |
11 GB |
| machine_learning_cmu_2015/ICA, Manifold Learning(13) - Machine Learning 10-715 Fall 2015-BYpVfW-L4SA.mkv |
1.1 GB |
| machine_learning_cmu_2015/ICA.pdf |
2 MB |
| machine_learning_cmu_2015/Latent Space Model, ICA(12) - Machine Learning 10-715 Fall 2015-rLUuU91L_AQ.mkv |
1 GB |
| machine_learning_cmu_2015/Learning Theory (18) - Machine Learning 10-715 Fall 2015-hTcnovu_NIQ.mp4 |
1.1 GB |
| machine_learning_cmu_2015/LearningWithKernels.pdf |
41.9 MB |
| machine_learning_cmu_2015/Lecture1_Introduction.pdf |
1.6 MB |
| machine_learning_cmu_2015/ManifoldLearning.pdf |
3 MB |
| machine_learning_cmu_2015/Message Passing and Inference (15) - Machine Learning 10-715 Fall 2015-z7gchqXubVY.mkv |
10.7 GB |
| machine_learning_cmu_2015/MLE_MAP_BayesClassifier.pdf |
1.9 MB |
| machine_learning_cmu_2015/Optimization and Support Vector Machines (9) - Machine Learning 10-715 Fall 2015-rulAFgBotB4.mkv |
12.8 GB |
| machine_learning_cmu_2015/PCA.pdf |
1.7 MB |
| machine_learning_cmu_2015/Perceptron (2) - Machine Learning 10-715 Fall 2015-ekZ9MoOOiR4.mkv |
8.2 GB |
| machine_learning_cmu_2015/Principal Component Analysis (7b) - Machine Learning 10-715 Fall 2015-TO6Zw1Q2-Qk.mp4 |
4.2 GB |
| machine_learning_cmu_2015/RiskMin.pdf |
2.3 MB |
| machine_learning_cmu_2015/Supervised Learning (1b) - Machine Learning 10-715 Fall 2015-waDiUMaIOfg.webm |
5.2 GB |
| machine_learning_cmu_2015/Unconstrained Optimization (8) - Machine Learning 10-715 Fall 2015-dQFN1nveIFw.mp4 |
3.4 GB |
| machine_learning_cmu_2015/VC dimension, Manifold Learning (20) - Machine Learning 10-715 Fall 2015-70u7Bfk-5rg.mkv |
1.1 GB |
| machine_learning_cmu_2015/VCdimension.pdf |
2.1 MB |
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