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Author: Luca Oneto
Publisher: Springer
ISBN: 3030243591
Category : Technology & Engineering
Languages : en
Pages : 135
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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.
Author: Luca Oneto
Publisher: Springer
ISBN: 3030243591
Category : Technology & Engineering
Languages : en
Pages : 135
Get Book Here
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.
Author: Pawan K. Bhardwaj
Publisher: "O'Reilly Media, Inc."
ISBN: 0596551517
Category : Computers
Languages : en
Pages : 815
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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.
Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 149205108X
Category : Computers
Languages : en
Pages : 1230
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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
Author:
Publisher:
ISBN:
Category : American literature
Languages : en
Pages : 1242
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Book Description
American national trade bibliography.
Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 1098121929
Category : Computers
Languages : en
Pages : 1061
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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
Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 1491987626
Category : Computers
Languages : en
Pages : 1090
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Book Description
When you have questions about C# 7.0 or the .NET CLR and its core Framework assemblies, this bestselling guide has the answers you need. Since its debut in 2000, C# has become a language of unusual flexibility and breadth, but its continual growth means there’s always more to learn. Organized around concepts and use cases, this updated edition provides intermediate and advanced programmers with a concise map of C# and .NET knowledge. Dive in and discover why this Nutshell guide is considered the definitive reference on C#. Get up to speed on the C# language, from the basics of syntax and variables to advanced topics such as pointers, operator overloading, and dynamic binding Dig deep into LINQ via three chapters dedicated to the topic Explore concurrency and asynchrony, advanced threading, and parallel programming Work with .NET features, including XML, regular expressions, networking, serialization, reflection, application domains, and security Delve into Roslyn, the modular C# 7.0 compiler-as-a-service
Author:
Publisher:
ISBN:
Category : Agriculture
Languages : en
Pages : 28
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Book Description
Author: Thomas E. Emerson
Publisher: U of Nebraska Press
ISBN: 9780803218215
Category : Social Science
Languages : en
Pages : 772
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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.
Author: Joseph Albahari
Publisher: O'Reilly Media
ISBN: 1492051101
Category : Computers
Languages : en
Pages : 1102
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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
Author: Joseph Albahari
Publisher: "O'Reilly Media, Inc."
ISBN: 109810093X
Category : Computers
Languages : en
Pages : 1061
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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
