
Machine Learning Algorithms in Depth av Vadim Smolyakov
Develop a mathematical intuition for how machine learning algorithms work so you can improve model performance and effectively troubleshoot complex ML problems.Machine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting machine learning (ML) algorithms in the world today.......
fra 849,-
Tilgjengelig i 2 butikker
Frakt og levering
Forhåndsbestill
Frakt og levering
Produktinformasjon
Develop a mathematical intuition around machine learning algorithms to improve model performance and effectively troubleshoot complex ML problems. For intermediate machine learning practitioners familiar with linear algebra, probability, and basic calculus. Machine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting machine learning (ML) algorithms in the world today. With a particular emphasis on probability-based algorithms, you will learn the fundamentals of Bayesian inference and deep learning. You will also explore the core data structures and algorithmic paradigms for machine learning. You will explore practical implementations of dozens of ML algorithms, including: * Monte Carlo Stock Price Simulation * Image Denoising using Mean-Field Variational Inference * EM algorithm for Hidden Markov Models * Imbalanced Learning, Active Learning and Ensemble Learning * Bayesian Optimisation for Hyperparameter Tuning * Dirichlet Process
Topplisten: Manning Publications Data og informasjonsteknologi
Spesifikasjon
Produkt
| Produktnavn | Machine Learning Algorithms in Depth av Vadim Smolyakov |
| Merke | Manning Publications |
Pris og prishistorikk
Akkurat nå er 849,- den billigste prisen for Machine Learning Algorithms in Depth av Vadim Smolyakov blant 2 butikker hos Prisradar. Sjekk også vår topp 5-rangering av beste data og informasjonsteknologi for å være sikker på at du gjør det beste kjøpet.
Build Your First Website In Simple StepsHTML & CSS fur DummiesDatenbanksysteme fur DummiesThe Internet and Email For The Over 50s: Teach Yourself









