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Kinky: Exploring Optimization Algorithms in Machine Learning: From Theory to Practice, Buch

Kinky
Exploring Optimization Algorithms in Machine Learning: From Theory to Practice

Optimization algorithms in machine learning bridge theoretical foundations with practical applications, crucial for refining model performance. Techniques like gradient descent, stochastic gradient descen…

lieferbar innerhalb 2-3 Wochen
Buch
EUR 31,26*
Prashad: Optimization Algorithms for Machine Learning: Theory and Practice, Buch

Prashad
Optimization Algorithms for Machine Learning: Theory and Practice

In the realm of machine learning, optimization algorithms play a pivotal role in refining models for optimal performance. These algorithms, ranging from classic gradient descent to advanced techniques lik…

lieferbar innerhalb 2-3 Wochen
Buch
EUR 31,23*
Gauri Joshi: Optimization Algorithms for Distributed Machine Learning, Buch

Gauri Joshi
Optimization Algorithms for Distributed Machine Learning

Synthesis Lectures on Learning, Networks, and Algorithms

This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The book first introduces stochastic gradient descent (SGD) a…

lieferbar innerhalb 2-3 Wochen
Buch
EUR 42,66*
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