Unsupervised Learning

Unsupervised Learning

Serrano.Academy via YouTube Direct link

Training Latent Dirichlet Allocation: Gibbs Sampling (Part 2 of 2)

6 of 10

6 of 10

Training Latent Dirichlet Allocation: Gibbs Sampling (Part 2 of 2)

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Classroom Contents

Unsupervised Learning

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  1. 1 Gaussian Mixture Models
  2. 2 Clustering: K-means and Hierarchical
  3. 3 Principal Component Analysis (PCA)
  4. 4 How does Netflix recommend movies? Matrix Factorization
  5. 5 Latent Dirichlet Allocation (Part 1 of 2)
  6. 6 Training Latent Dirichlet Allocation: Gibbs Sampling (Part 2 of 2)
  7. 7 Restricted Boltzmann Machines (RBM) - A friendly introduction
  8. 8 Singular Value Decomposition (SVD) and Image Compression
  9. 9 Denoising and Variational Autoencoders
  10. 10 A Friendly Introduction to Generative Adversarial Networks (GANs)

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