Machine learning cmu 2015 | 8165E591BE4B54C2BC93B1E54C4374D42DCDD9F8

Machine learning cmu 2015

Name	machine_learning_cmu_2015	DOWNLOAD Copy Link
Total Size	111.2 GB
Total Files	34
Last Seen	2024-11-06 23:35
Hash	8165E591BE4B54C2BC93B1E54C4374D42DCDD9F8

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Bayes Classifier (19) - Machine Learning 10-715 Fall 2015-jVjecjAuF-Y.mp4	215.2 MB
Big data and scalability (21) - Machine Learning 10-715 Fall 2015-ax_Oao-IPDk.mp4	1.2 GB
Clustering (5) - Machine Learning 10-715 Fall 2015-mXXk77sSWAs.mkv	1.4 GB
Clustering (6) - Machine Learning 10-715 Fall 2015-0yYh4HKNymo.mp4	1.1 GB
Conditional Random Fields and Exponential Families (17) - Machine Learning 10-715 Fall 2015-Yq_CLto7IWY.mp4	13.2 GB
Deep Learning (3) Machine Learning 10-715 Fall 2015-rCHao5GwvK8.mp4	12.7 GB
Deep Learning (4) - Machine Learning 10-715 Fall 2015-cL0Dm_YUkP4.mkv	1.3 GB
DeepNetworks.pdf	38.7 MB
Directed Graphical Models (14) - Machine Learning 10-715 Fall 2015-fX1SBPZXOpo.mkv	12.4 GB
EM, PCA(7) - Machine Learning 10-715 Fall 2015-RI6PYd3Rp9A.mp4	1.2 GB
EM.pdf	2.0 MB
Final Presentation 1 (22) -- Machine Learning 10-715 Fall 2015-chMKz97JFW8.mkv	1.1 GB
Gaussian Process(11) - Machine Learning 10-715 Fall 2015-nbAaSBuM2Ss.mp4	1.1 GB
GP.pdf	2.4 MB
GraphicalModels.pdf	15.5 MB
Hidden Markov Models (16) - Machine Learning 10-715 Fall 2015-pIcfZ--FoPA.mkv	11.8 GB
ICA, Manifold Learning(13) - Machine Learning 10-715 Fall 2015-BYpVfW-L4SA.mkv	1.2 GB
ICA.pdf	2.1 MB
Latent Space Model, ICA(12) - Machine Learning 10-715 Fall 2015-rLUuU91L_AQ.mkv	1.1 GB
Learning Theory (18) - Machine Learning 10-715 Fall 2015-hTcnovu_NIQ.mp4	1.2 GB
LearningWithKernels.pdf	44.0 MB
Lecture1_Introduction.pdf	1.7 MB
ManifoldLearning.pdf	3.2 MB
Message Passing and Inference (15) - Machine Learning 10-715 Fall 2015-z7gchqXubVY.mkv	11.5 GB
MLE_MAP_BayesClassifier.pdf	2.0 MB
Optimization and Support Vector Machines (9) - Machine Learning 10-715 Fall 2015-rulAFgBotB4.mkv	13.8 GB
PCA.pdf	1.8 MB
Perceptron (2) - Machine Learning 10-715 Fall 2015-ekZ9MoOOiR4.mkv	8.8 GB
Principal Component Analysis (7b) - Machine Learning 10-715 Fall 2015-TO6Zw1Q2-Qk.mp4	4.5 GB
RiskMin.pdf	2.4 MB
Supervised Learning (1b) - Machine Learning 10-715 Fall 2015-waDiUMaIOfg.webm	5.5 GB
Unconstrained Optimization (8) - Machine Learning 10-715 Fall 2015-dQFN1nveIFw.mp4	3.7 GB
VC dimension, Manifold Learning (20) - Machine Learning 10-715 Fall 2015-70u7Bfk-5rg.mkv	1.1 GB
VCdimension.pdf	2.2 MB
Total files 34