The StatQuest Illustrated Guide to Machine Learning

The StatQuest Illustrated Guide to Machine Learning uses pictures, examples and clear explanations to make machine learning concepts easier to understand. Josh Starmer develops the ideas step by step, helping readers build intuition about how algorithms work and why particular methods are useful.
 
Full-colour illustrations and explanations in manageable stages support a progression from the foundations of machine learning to more advanced methods, including neural networks. The approach connects statistical reasoning with practical questions about prediction and classification. An illustrated treatment of Naive Bayes, for example, follows the probabilities involved in separating ordinary messages from spam.
 
Josh Starmer, PhD, is the creator of the educational YouTube channel StatQuest with Josh Starmer, known for its visual explanations of statistics, data science and machine learning. This book brings that teaching style to a format readers can study at their own pace and revisit as a reference.
 
A welcoming introduction for students, self-taught learners and readers refreshing their foundations. Add this copy to your learning resources and develop a more confident understanding of the ideas behind machine learning.

• Encadernação: Capa mole
• Ano: 2022
• Páginas: 304
• ISBN: 9798986924007