Video Title:
Hierarchical Probabilistic Modelling in Real Life - Benjamin Batorsky, Matthew Moocarme, Ph.D.
Contents:
00:00 Welcome
01:36 Presentation
03:20 Run the docker container
15:40 Powering the conversation
19:35 Range of realistic spends
23:10 Bayesian model
26:08 Hierarchical model
37:50 Documentation of the model
48:31 Sampling from the posterior
51:01 Trace plots
01:06:06 Bayesian Model Evaluation
01:10:12 Prediction with Bayesian models
01:20:31 Implementing in production pipeline
Video link: https://www.youtube.com/watch?v=bAdHn17IyqA&list=PLGVZCDnMOq0rLLb519Ah3EntCUAAHPnfU&index=16
Video Title: Hierarchical Probabilistic Modelling in Real Life - Benjamin Batorsky, Matthew Moocarme, Ph.D.
Contents: 00:00 Welcome 01:36 Presentation 03:20 Run the docker container 15:40 Powering the conversation 19:35 Range of realistic spends 23:10 Bayesian model 26:08 Hierarchical model 37:50 Documentation of the model 48:31 Sampling from the posterior 51:01 Trace plots 01:06:06 Bayesian Model Evaluation 01:10:12 Prediction with Bayesian models 01:20:31 Implementing in production pipeline