Manning Publications Machine Learning Algorithms in Depth Deals

Product Name: Machine Learning Algorithms in Depth

Product Category: Books in Media

Manufacturer: Manning Publications

Product Features :

• No features available.

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 SimulationImage Denoising using Mean-Field Variational InferenceEM algorithm for Hidden Markov ModelsImbalanced Learning, Active Learning and Ensemble LearningBayesian Optimisation for Hyperparameter TuningDirichlet Process K-Means for Clustering ApplicationsStock Clusters based on Inverse Covariance EstimationEnergy Minimisation using Simulated AnnealingImage Search based on ResNet Convolutional Neural NetworkAnomaly Detection in Time-Series using Variational AutoencodersEach algorithm is fully explored with both math and practical implementations so you can see how they work and put into action. About the technology Fully understanding how machine learning algorithms function is essential for any serious ML engineer. This vital knowledge lets you modify algorithms to your specific needs, understand the trade-offs when picking an algorithm for a project, and better interpret and explain your results to your stakeholders. This unique guide will take you from relying on one-size-fits-all ML libraries to developing your own algorithms to solve your business needs.

Why compare prices for Manning Publications ?

ShopMerit works with hundreds of UK retailers to provide you with the best possible prices for Books, deals and retailer vouchers codes. So comparing prices on Books just like Machine Learning Algorithms in Depth is easy and also can save your hard earned cash when shopping online.

We’re pretty sure that you’ll find the best price for a Manning Publications at ShopMerit.com.