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Hour 30 Hyperparameter Optimization

#### Concept Hyperparameter optimization involves finding the best set of hyperparameters for a machine learning model to maximize its perfo...

  • Hour 24 Generative Adversarial Networks (GANs)
    ####Concept   Generative Adversarial Networks (GANs) are a type of deep learning framework introduced by Ian Goodfellow and colleagues in 20...
  • Hour 18 Neural Networks
    #### Concept Neural Networks are a set of algorithms, modeled loosely after the human brain, designed to recognize patterns. They interpret ...
  • Hour 10 K-Means Clustering
    ####Concept  k-Means is an unsupervised learning algorithm used for clustering tasks. The goal is to partition a dataset into \( k \) cluste...