Book Description
Destination C1 & C2 : Grammar and Vocabulary is the ideal grammar and vocabulary practice book for all advanced students preparing to take any C1 & C2 level exam: e.g. Cambridge CAE and Cambridge CPE.
Author : Malcolm Mann
Publisher : Macmillan Elt
Page : 264 pages
File Size : 19,86 MB
Release : 2008
Category : Juvenile Nonfiction
ISBN : 9780230035416
Destination C1 & C2 : Grammar and Vocabulary is the ideal grammar and vocabulary practice book for all advanced students preparing to take any C1 & C2 level exam: e.g. Cambridge CAE and Cambridge CPE.
Author : Malcolm Mann
Publisher :
Page : 256 pages
File Size : 18,98 MB
Release : 2008
Category :
ISBN : 9783190229550
Author : Malcolm Mann
Publisher : MacMillan
Page : 212 pages
File Size : 16,26 MB
Release : 2008
Category : Juvenile Nonfiction
ISBN : 9780230035393
Destination B2: Grammar and Vocabulary is the ideal grammar and vocabulary practice book for all students preparing to take any B2 level exam: e.g. Cambridge FCE.
Author : Malcolm Mann
Publisher :
Page : 264 pages
File Size : 24,5 MB
Release : 2008
Category :
ISBN : 9783190729555
Author : Avrim Blum
Publisher : Cambridge University Press
Page : 433 pages
File Size : 13,54 MB
Release : 2020-01-23
Category : Computers
ISBN : 1108617360
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.
Author : Malcolm Mann
Publisher : Edumond
Page : 160 pages
File Size : 29,82 MB
Release : 2003-01
Category : Foreign Language Study
ISBN : 9781405017510
The features of this volume include: a systematic approach to word formation; a focus on grammar, providing essential FC grammar practice; a list of collocations and patterns; and a phrasal verb reference section with definitions from the Macmillan English Dictionary for Advanced Learners.
Author : Karl Johan Åström
Publisher : Princeton University Press
Page : pages
File Size : 44,28 MB
Release : 2021-02-02
Category : Technology & Engineering
ISBN : 069121347X
The essential introduction to the principles and applications of feedback systems—now fully revised and expanded This textbook covers the mathematics needed to model, analyze, and design feedback systems. Now more user-friendly than ever, this revised and expanded edition of Feedback Systems is a one-volume resource for students and researchers in mathematics and engineering. It has applications across a range of disciplines that utilize feedback in physical, biological, information, and economic systems. Karl Åström and Richard Murray use techniques from physics, computer science, and operations research to introduce control-oriented modeling. They begin with state space tools for analysis and design, including stability of solutions, Lyapunov functions, reachability, state feedback observability, and estimators. The matrix exponential plays a central role in the analysis of linear control systems, allowing a concise development of many of the key concepts for this class of models. Åström and Murray then develop and explain tools in the frequency domain, including transfer functions, Nyquist analysis, PID control, frequency domain design, and robustness. Features a new chapter on design principles and tools, illustrating the types of problems that can be solved using feedback Includes a new chapter on fundamental limits and new material on the Routh-Hurwitz criterion and root locus plots Provides exercises at the end of every chapter Comes with an electronic solutions manual An ideal textbook for undergraduate and graduate students Indispensable for researchers seeking a self-contained resource on control theory
Author : Malcolm Mann
Publisher :
Page : 0 pages
File Size : 34,38 MB
Release : 2022
Category :
ISBN : 9781380098160
Author : Kenneth Train
Publisher : Cambridge University Press
Page : 399 pages
File Size : 12,63 MB
Release : 2009-07-06
Category : Business & Economics
ISBN : 0521766559
This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.
Author : Felicity O'Dell
Publisher :
Page : 188 pages
File Size : 34,32 MB
Release : 2011
Category : Collocation (Linguistics)
ISBN : 9783125346055
Collocations are combinations of words which frequently appear together. Using them makes your English sound more natural.