Synopsis

Authored by Vikram Singh Sankhala, "Compendium of Analytics" serves as an advanced, comprehensive guide spanning the entire landscape of analytics, from foundational statistical methods to the cutting-edge realms of machine learning and deep learning. Designed specifically for graduate students, PhD candidates, researchers, and educators, this book provides the depth and breadth necessary to master complex analytical techniques. It meticulously covers classical statistics, multivariate analysis, data mining, big data analytics, machine learning fundamentals, applied machine learning, deep learning architectures, advanced deep learning topics, and specialized areas like NLP and recommender systems, ensuring readers gain a holistic understanding of the field.

Compendium of Analytics

Vikram Singh Sankhala

English

Compendium of Analytics

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