Model Selection and Error Estimation in a Nutshell

Author: Luca Oneto
Publisher: Springer
ISBN: 3030243591
Category : Technology & Engineering
Languages : en
Pages : 135

Book Description
How can we select the best performing data-driven model? How can we rigorously estimate its generalization error? Statistical learning theory answers these questions by deriving non-asymptotic bounds on the generalization error of a model or, in other words, by upper bounding the true error of the learned model based just on quantities computed on the available data. However, for a long time, Statistical learning theory has been considered only an abstract theoretical framework, useful for inspiring new learning approaches, but with limited applicability to practical problems. The purpose of this book is to give an intelligible overview of the problems of model selection and error estimation, by focusing on the ideas behind the different statistical learning theory approaches and simplifying most of the technical aspects with the purpose of making them more accessible and usable in practice. The book starts by presenting the seminal works of the 80’s and includes the most recent results. It discusses open problems and outlines future directions for research.

A+, Network+, Security+ Exams in a Nutshell

Author: Pawan K. Bhardwaj
Publisher: "O'Reilly Media, Inc."
ISBN: 0596551517
Category : Computers
Languages : en
Pages : 815

Book Description
If you're preparing for the new CompTIA 2006 certification in A+, or the current Network+ and Security+ certifications, you'll find this book invaluable. It provides all the information you need to get ready for these exams, including the four new A+ exams -- the required Essentials exam and three elective exams that pertain to your area of specialization. As with other O'Reilly Nutshell books for certification exams, A+, Network+ and Security + in a Nutshell follows a proven style and approach. It reviews all of the topics needed to master each exam in a remarkably concise format, with required knowledge boiled down to the core. Instead of plowing through 500 to 700 pages to prepare for each exam, this book covers each one in approximately 150 pages. And because the objectives for the three elective A+ exams are redundant, and the book covers them in one section. The exams covered include: A+ Essentials: Required for A+ 2006 certification EXAM 220-602: For the A+ IT Technician specialization EXAM 220-603: For the A+ Remote Support Technician specialization EXAM 220-604: For the A+ IT Depot specialization EXAM N10-003: For Network+ Certification EXAM SYO-101: For Security+ Certification Each exam is covered in three parts: Exam Overview, Study Guide and Prep and Practice. Plenty of detailed tables and screen shots are included, along with study notes and practice questions. Once you have completed the exams successfully, you will find this all-in-one book to be a valuable reference to core administration and security skills.

C# 8.0 in a Nutshell

Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 149205108X
Category : Computers
Languages : en
Pages : 1230

Book Description
When you have questions about C# 8.0 or .NET Core, this best-selling guide has the answers you need. C# is a language of unusual flexibility and breadth, but with its continual growth there’s so much more to learn. In the tradition of the O’Reilly Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today. Organized around concepts and use cases, C# 8.0 in a Nutshell provides intermediate and advanced programmers with a concise map of C# and .NET knowledge that also plumbs significant depths. Get up to speed on C#, from syntax and variables to advanced topics such as pointers, closures, and patterns Dig deep into LINQ with three chapters dedicated to the topic Explore concurrency and asynchrony, advanced threading, and parallel programming Work with .NET features, including regular expressions, networking, serialization, spans, reflection, and cryptography Delve into Roslyn, the modular C# compiler as a service

Late Woodland Societies

Author: Thomas E. Emerson
Publisher: U of Nebraska Press
ISBN: 9780803218215
Category : Social Science
Languages : en
Pages : 772

Book Description
Archaeologists across the Midwest have pooled their data and perspectives to produce this indispensable volume on the Native cultures of the Late Woodland period (approximately A.D. 300?1000). Sandwiched between the well-known Hopewellian and Mississippian eras of monumental mound construction, theøLate Woodland period has received insufficient attention from archaeologists, who have frequently characterized it as consisting of relatively drab artifact assemblages. The close connections between this period and subsequent Mississippian and Fort Ancient societies, however, make it especially valuable for cross-cultural researchers. Understanding the cultural processes at work during the Late Woodland period will yield important clues about the long-term forces that stimulate and enhance social inequality. Late Woodland Societies is notable for its comprehensive geographic coverage; exhaustive presentation and discussion of sites, artifacts, and prehistoric cultural practices; and critical summaries of interpretive perspectives and trends in scholarship. The vast amount of information and theory brought together, examined, and synthesized by the contributors produces a detailed, coherent, and systematic picture of Late Woodland lifestyles across the Midwest. The Late Woodland can now be seen as a dynamic time in its own right and instrumental to the emergence of complex late prehistoric cultures across the Midwest and Southeast.

Filmstrips and Slide Series of the United States Department of Agriculture

Author:
Publisher:
ISBN:
Category : Agriculture
Languages : en
Pages : 28

Book Description

General Nursing and Midwifery Entrance Examination 2021

Author: Arihant Experts
Publisher: Arihant Publications India limited
ISBN: 9325291320
Category :
Languages : en
Pages : 666

Book Description
1.The book provides the complete theory synced with the latest syllabus 2.The guide is divided into 6 Sections 3.More than 3000 MCQs are provided for quick revision 4.2 Solved papers are given to get the exam pattern 5.3 Crack sets are given for practice There is a great demand for highly skilled nurses around the globe today. Nursing is one of the noblest professions, where students are trained to give medical assistance. Various Medical universities and colleges conduct entrance examinations to give admission in B.Sc. Nursing dealing with General Nursing & Midwifery. The “Master Guide B.Sc. Nursing, General Nursing & Midwifery (GNM) Entrance Examination 2021” presents the entire syllabus in a Chapterwise manner along with a good collection of more than 3000 MCQs. Theories provided in the chapters, emphases on the silent features of the book. To make students familiar with the exam level, the book contains 2 solved papers and 3 practice sets followed by detailed solutions for every problem mentioned using student friendly language. It is a perfect study guide that promotes solid preparation for clearing the upcoming examination. TABLE OF CONTENT Solved Paper 2020-2019, Physics, Chemistry, Botany, Zoology, English, General Awareness, Practice (1-3)

Author:
Publisher: Arihant Publications India limited
ISBN:
Category :
Languages : en
Pages :

Book Description

C# 10 in a Nutshell

Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 1098121929
Category : Computers
Languages : en
Pages : 1061

Book Description
When you have questions about C# 10 or .NET 6, this best-selling guide has the answers you need. C# is a language of unusual flexibility and breadth, and with its continual growth, there's always so much more to learn. In the tradition of O'Reilly's Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today. Organized around concepts and use cases, this comprehensive and complete reference provides intermediate and advanced programmers with a concise map of C# and .NET that also plumbs significant depths. Get up to speed on C#, from syntax and variables to advanced topics such as pointers, closures, and patterns Dig deep into LINQ, with three chapters dedicated to the topic Explore concurrency and asynchrony, advanced threading, and parallel programming Work with .NET features, including regular expressions, networking, assemblies, spans, reflection, and cryptography

C# 8.0 in a Nutshell

Author: Joseph Albahari
Publisher: O'Reilly Media
ISBN: 1492051101
Category : Computers
Languages : en
Pages : 1102

C# 9.0 in a Nutshell

Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 109810093X
Category : Computers
Languages : en
Pages : 1061

Book Description
When you have questions about C# 9.0 or .NET 5, this best-selling guide has the answers you need. C# is a language of unusual flexibility and breadth, but with its continual growth there's so much more to learn. In the tradition of O'Reilly's Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today. Organized around concepts and use cases, C# 9.0 in a Nutshell provides intermediate and advanced programmers with a concise map of C# and .NET that also plumbs significant depths. Get up to speed on C#, from syntax and variables to advanced topics such as pointers, records, closures, and patterns Dig deep into LINQ with three chapters dedicated to the topic Explore concurrency and asynchrony, advanced threading, and parallel programming Work with .NET features, including regular expressions, networking, spans, reflection, and cryptography