Machine Learning Optimization

manning.com / catalog / Data Science / Machine Learning / Machine Learning Optimization
Quan Nguyen
Forewords by Luis Serrano and David Sweet
, 2023
$47.99 $33.59
Evan Hennis , 2021
$59.99 $41.99
1
Master essential techniques for optimizing machine learning algorithms and models. Learn proven strategies to enhance model performance, reduce training time, and achieve superior accuracy across predictive tasks. Gain hands-on experience with cutting-edge optimization methods, including Bayesian approaches and hyperparameter tuning. Discover practical implementations for real-world applications, from sports analytics to complex prediction scenarios. Understand how to balance computational efficiency with model effectiveness and improve your machine learning outcomes through systematic optimization techniques.