Can I read Machine Learning Algorithms in Depth (MEAP V04) on EtoBox?

Machine Learning Algorithms in Depth (MEAP V04) by Vadim Smolyakov is a nonfiction available to read on EtoBox.

What is Machine Learning Algorithms in Depth (MEAP V04) about?

In Machine Learning Algorithms in Depth you'll 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 Optimization for Hyperparameter Tuning Dirichlet Process K-Means for Clustering Applications Stock Clusters based on Inverse Covariance Estimation Energy Minimization using Simulated Annealing Image Search based on ResNet Convolutional Neural Network Anomaly Detection in Time-Series using Variational Autoencoders 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'll learn the fundamentals of Bayesian inference and deep learning. You'll also explore the core data structures and algorithmic paradigms for machine learning. Each algorithm is fully explored with both math and practical implementations so you can see how they work and how they're put into action. about the technology Fully understanding

Who reads Machine Learning Algorithms in Depth (MEAP V04)?

Author

Vadim Smolyakov

Publisher

Manning Publications

Published

2023

Language

EN

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem