Reproduction of the original. The publishing house Megali specialises in reproducing historical works in large print to make reading easier for people with impaired vision.
An introduction to key concepts and techniques in probabilistic machine learning for civil engineering students and professionals; with many step-by-step examples, illustrations, and exercises. This book introduces probabilistic machine learning concepts to civil engineering students and professionals, presenting key approaches and techniques in a way that is accessible to readers without a specialized background in statistics or computer science. It presents different methods clearly and directly, through step-by-step examples, illustrations, and exercises. Having mastered the material, readers will be able to understand the more advanced machine learning literature from which this book draws. The book presents key approaches in the three subfields of probabilistic machine learning: supervised learning, unsupervised learning, and reinforcement learning. It first covers the background knowledge required to understand machine learning, including linear algebra and probability theory. It goes on to present Bayesian estimation, which is behind the formulation of both supervised and unsupervised learning methods, and Markov chain Monte Carlo methods, which enable Bayesian estimation in certain complex cases. The book then covers approaches associated with supervised learning, including regression methods and classification methods, and notions associated with unsupervised learning, including clustering, dimensionality reduction, Bayesian networks, state-space models, and model calibration. Finally, the book introduces fundamental concepts of rational decisions in uncertain contexts and rational decision-making in uncertain and sequential contexts. Building on this, the book describes the basics of reinforcement learning, whereby a virtual agent learns how to make optimal decisions through trial and error while interacting with its environment.
A comprehensive and detailed examination of the law of evidence in the broadest of civil and criminal contexts. The emphasis is upon rigorous examination of the issues affecting all who work with the law of evidence whether in court, chamber practice or legal education. The fifth edition takes account of a range of relevant new legislation, including the following statutes: · Vulnerable Witnesses (Criminal Evidence) (Scotland) Act 2019 · Domestic Abuse (Scotland) Act 2018 · Abusive Behaviour and Sexual Harm (Scotland) Act 2016 · Inquiries into Fatal Accidents and Sudden Deaths etc (Scotland) Act 2016 · Criminal Justice (Scotland) Act 2016 It includes relevant case law, including significant developments in respect of opinion evidence, real evidence and corroboration.
This is the first edition of a unique new plastics industry resource: Who's Who in Plastics & Polymers. It is the only biographical directory of its kind and includes contact, affiliation and background information on more than 3300 individuals who are active leaders in this industry and related organizations. The biographical directory is in alphabetical order by individual name. After each individual name, current affiliation and contact information is provided. This includes job title, full name of affiliation (e.g., business, university, association, research institute), business address, and electronic contacts-telephone, fax, e-mail and Web site. Home addresses and contacts are also provided for most of the entries. In the biographical summary section for each individual, the following information is provided: date and place of birth, education and educational achievements, work experience including company or other organization names, positions held and time periods. Also included in this section are the number of patents awarded, articles, and book chapters authored, and conference sessions chaired. Other information includes titles of books edited or written by the individual, listing of conferences where the person had a leadership position, and listing of memberships and positions held in professional organizations. Finally, professional and civic awards are listed. Indexes provide listings of individuals by company or other organization name, and also by geographical location. Who's Who in Plastics & Polymers is now published in a limited edition of 1,000 copies. This edition will not be reprinted. To be sure of receiving your copy, please act now. Information on ordering follows sample pages on the reverse.
This will help us customize your experience to showcase the most relevant content to your age group
Please select from below
Login
Not registered?
Sign up
Already registered?
Success – Your message will goes here
We'd love to hear from you!
Thank you for visiting our website. Would you like to provide feedback on how we could improve your experience?
This site does not use any third party cookies with one exception — it uses cookies from Google to deliver its services and to analyze traffic.Learn More.