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Zustand: New.

Soft cover. Zustand: New. Description Should I choose supervised learning or reinforcement learning? Which algorithm is best suited for my application? How does deep learning advance the capacities of problem-solving? If you have found yourself asking these questions, this book is specially developed for you. The book will help readers understand the core concepts of machine learning and techniques to evaluate any machine learning model with ease. The book starts with the importance of machine learning by analyzing its impact on the global landscape. The book also covers Supervised and Unsupervised ML along with Reinforcement Learning. In subsequent chapters, the book explores these topics in even greater depth, evaluating the pros and cons of each and exploring important topics such as Bias-Variance Tradeoff, Clustering, and Dimensionality Reduction. The book also explains model evaluation techniques such as Cross-Validation and GridSearchCV. The book also features mind maps which help enhance the learning process by making it easier to learn and retain information. This book is a one-stop solution for covering basic ML concepts in detail and the perfect stepping stone to becoming an expert in ML and deep learning and even applying them to different professions. What you will learn ● Understand important concepts to fully grasp the idea of supervised learning. ● Get familiar with the basics of unsupervised learning and some of its algorithms. ● Learn how to analyze the performance of your Machine Learning models. ● Explore the different methodologies of Reinforcement Learning.

Taschenbuch. Zustand: Neu. Neuware - The book delves into various machine learning techniques such as supervised and unsupervised learning, deep learning, and reinforcement learning.

Taschenbuch. Zustand: Neu. Neuware -¿Oral cavity of humans is, but a reservoir of micro- organisms¿.'' Candida albicans and related species are the most common fungal opportunistic pathogens. In the oral cavity this microorganism is found more on the dorsum of the tongue and the buccal mucosa. These organisms are widely known to cause oral candidosis and denture stomatitis. Failure to maintain adequate hygiene of the prosthesis has been shown to be associated with a high level of oral Candida colonization, with surface roughness of prosthesis providing niches in which the micro-organisms are protected from shear forces and oral hygiene measures, thus, allowing the entrapped microbial cells enough time to attach irreversibly and penetrate into the prosthesis surface. This book evaluates the in-vitro adherence and penetration by Candida albicans into three different denture base materials and consequently might aid in decreasing the occurrence of oral Candida associated denture stomatitis in denture wearers.Books on Demand GmbH, Überseering 33, 22297 Hamburg 76 pp. Englisch.