Introduction to Deep Belief Network (DBN) with Python 2023

سرفصل های دوره

Deep Belief Network, Bayesian Belief Network, Restricted Boltzmann Machines, Training DBNs.

1 - Introduction

1 - Course Structure

2 - Overview of DBNs

2 - deep-belief-network-introduction.zip

3 - Introduction to BBNs Part 1

3 - deep-belief-network-introduction-1.zip

4 - Introduction to BBNs Part 2

4 - deep-belief-network-introduction-1.zip

5 - Introduction to RBNs

5 - deep-belief-network-introduction-1.zip

6 - Steps to train RBNs

6 - deep-belief-network-introduction-2.zip

2 - RBM Recommender System

7 - Introduction to RBM recommender system importing libraries and loading dataset

7 - deep-belief-network-dataset-20230105T040127Z-001.zip

7 - deep-belief-network-introduction-3.zip

8 - Normalizing the data

8 - deep-belief-network-introduction-4.zip

9 - Gibbs sampling Implementation

9 - deep-belief-network-introduction-5.zip

10 - RBM recommender system final implementation and showing the result

10 - deep-belief-network-introduction-6.zip

3 - Unsupervised Learning with Deep belief Network

11 - Unsupervised Learning with Deep belief Network Implementation part 1

11 - unsupervised-learning-implementation-with-dbn.zip

12 - Unsupervised Learning with Deep belief Network Part 2

13 - Unsupervised Learning with Deep belief Network Final Part

13 - unsupervised-learning-implementation-with-dbn-1.zip

4 - Supervised Learning with Deep belief Network

14 - Supervised Learning with Deep Belief Network Implementation Part 1

14 - supervised-learning-implementation-with-dbn.zip

15 - Supervised Learning with Deep Belief Network Implementation Part 3

5 - Thank you

16 - Thank you

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تولید کننده: Udemy-Training