02:14:38 duration 2 hours 14 minutes
CNNs
01:19:17 duration 1 hour 19 minutes
DNN architectures and Autoencoders
58:17 duration 58 minutes 17 seconds
Astro Space Seminar
01:43:52 duration 1 hour 43 minutes
Neural Networks in practice
01:48:09 duration 1 hour 48 minutes
Neural Networks 101 - deepdream
01:32:44 duration 1 hour 32 minutes
data visualizations
01:58:02 duration 1 hour 58 minutes
feature extraction
02:30:30 duration 2 hours 30 minutes
CART: ensemble tree-based models
01:46:16 duration 1 hour 46 minutes
kNN - single tree models
01:44:34 duration 1 hour 44 minutes
kNearest Neighors
01:57:54 duration 1 hour 57 minutes
unsupervised learning - whitening
01:54:09 duration 1 hour 54 minutes
model selection, distances
02:16:49 duration 2 hours 16 minutes
MLPNS - MCMC
01:29:35 duration 1 hour 29 minutes
MLPNS - ML and linear regression 2
01:59:03 duration 1 hour 59 minutes
MLPNS - ML and linear regression 1
01:53:48 duration 1 hour 53 minutes
NHRT in practice: reproducing Correll 2018