Restricted Boltzmann Machines (RBM) - A friendly introduction
CORRECTION: The score for BE is 6 and for BD is -1.
A simple introduction to Restricted Boltzmann Machines (RBM) and their training process, using a real-life example with people and pets.
Grokking Machine Learning Book: https://www.manning.com/books/grokking-machine-learning
40% discount promo code: serranoyt
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Introduction: (0:00)
Mystery: (0:17)
Scores: (4:39)
Probabilities: (7:30)
Training (11:09)
Contrastive Divergence: (13:37)
Small Problem: (15:33)
Gibbs Sampling: (16:33)
Updating Weights: (20:56)
Sampling Problems: (22:58)
Independent Sampling: (24:27)
Picking Random Samples with Conditions: (28:30)
Picking Completely Random Samples: (31:05)
Summary: (35:03)
Conclusion: (35:57)
Видео Restricted Boltzmann Machines (RBM) - A friendly introduction канала Serrano.Academy
A simple introduction to Restricted Boltzmann Machines (RBM) and their training process, using a real-life example with people and pets.
Grokking Machine Learning Book: https://www.manning.com/books/grokking-machine-learning
40% discount promo code: serranoyt
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite for 6 months and I love it! https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=luisserrano&utm_content=description-only
Images downloaded from www.freepik.com
https://www.freepik.com/free-photos-vectors/banner
https://www.freepik.com/free-photos-vectors/dog
https://www.freepik.com/free-photos-vectors/people
https://www.freepik.com/free-photos-vectors/background
Introduction: (0:00)
Mystery: (0:17)
Scores: (4:39)
Probabilities: (7:30)
Training (11:09)
Contrastive Divergence: (13:37)
Small Problem: (15:33)
Gibbs Sampling: (16:33)
Updating Weights: (20:56)
Sampling Problems: (22:58)
Independent Sampling: (24:27)
Picking Random Samples with Conditions: (28:30)
Picking Completely Random Samples: (31:05)
Summary: (35:03)
Conclusion: (35:57)
Видео Restricted Boltzmann Machines (RBM) - A friendly introduction канала Serrano.Academy
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