Hands-On Unsupervised Learning with Python

With Hands-On Unsupervised Learning with Python, explore unsupervised learning with clustering, autoencoders, restricted Boltzmann machines, and more. Build your own neural network models using modern Python libraries. (Limited-time offer)

Table of Contents

• Getting Started with Unsupervised Learning
• Clustering Fundamentals
• Advanced Clustering
• Hierarchical Clustering in Action
• Soft Clustering and Gaussian Mixture Models
• Anomaly Detection
• Dimensionality Reduction and Component Analysis
• Unsupervised Neural Network Models
• Generative Adversarial Networks and SOMs

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