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Data Without Labels: Practical unsupervised machine learning by Vaibhav Verdhan — Free eBook

• Page: 352
• Format: pdf / epub / kindle
• ISBN: 9781638356844
• Publisher: Manning

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Overview Discover all-practical implementations of the key algorithms and models for handling unlabeled data. Full of case studies demonstrating how to apply each technique to real-world problems.

In Data Without Labels you’ll learn:

• Fundamental building blocks and concepts of machine learning and unsupervised learning • Data cleaning for structured and unstructured data like text and images • Clustering algorithms like K-means, hierarchical clustering, DBSCAN, Gaussian Mixture Models,...