Foundation Course in Computer Science PDF Download
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Author: Bryan Higman
Publisher:
ISBN: 9780356081762
Category : Computer science
Languages : en
Pages : 99
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Book Description
Author: Bryan Higman
Publisher:
ISBN: 9780356081762
Category : Computer science
Languages : en
Pages : 99
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Book Description
Author: Alfred V. Aho
Publisher: W. H. Freeman
ISBN: 9780716782841
Category : Computers
Languages : en
Pages : 786
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Book Description
Author: Carol Critchlow
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 256
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Book Description
Foundations of Computation is a free textbook for a one-semester course in theoretical computer science. It has been used for several years in a course at Hobart and William Smith Colleges. The course has no prerequisites other than introductory computer programming. The first half of the course covers material on logic, sets, and functions that would often be taught in a course in discrete mathematics. The second part covers material on automata, formal languages and grammar that would ordinarily be encountered in an upper level course in theoretical computer science.
Author: Avrim Blum
Publisher: Cambridge University Press
ISBN: 1108617360
Category : Computers
Languages : en
Pages : 433
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Book Description
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: John Vince
Publisher: Springer
ISBN: 3319214373
Category : Computers
Languages : en
Pages : 334
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Book Description
John Vince describes a range of mathematical topics to provide a foundation for an undergraduate course in computer science, starting with a review of number systems and their relevance to digital computers, and finishing with differential and integral calculus. Readers will find that the author's visual approach will greatly improve their understanding as to why certain mathematical structures exist, together with how they are used in real-world applications. Each chapter includes full-colour illustrations to clarify the mathematical descriptions, and in some cases, equations are also coloured to reveal vital algebraic patterns. The numerous worked examples will consolidate comprehension of abstract mathematical concepts. Foundation Mathematics for Computer Science covers number systems, algebra, logic, trigonometry, coordinate systems, determinants, vectors, matrices, geometric matrix transforms, differential and integral calculus, and reveals the names of the mathematicians behind such inventions. During this journey, John Vince touches upon more esoteric topics such as quaternions, octonions, Grassmann algebra, Barycentric coordinates, transfinite sets and prime numbers. Whether you intend to pursue a career in programming, scientific visualisation, systems design, or real-time computing, you should find the author’s literary style refreshingly lucid and engaging, and prepare you for more advanced texts.
Author: Behrouz A. Forouzan
Publisher:
ISBN: 9781408031162
Category :
Languages : en
Pages :
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Book Description
Author: John C. Mitchell
Publisher: Mit Press
ISBN: 9780262133210
Category : Computers
Languages : en
Pages : 846
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Book Description
"Programming languages embody the pragmatics of designing software systems, and also the mathematical concepts which underlie them. Anyone who wants to know how, for example, object-oriented programming rests upon a firm foundation in logic should read this book. It guides one surefootedly through the rich variety of basic programming concepts developed over the past forty years." -- Robin Milner, Professor of Computer Science, The Computer Laboratory, Cambridge University "Programming languages need not be designed in an intellectual vacuum; John Mitchell's book provides an extensive analysis of the fundamental notions underlying programming constructs. A basic grasp of this material is essential for the understanding, comparative analysis, and design of programming languages." -- Luca Cardelli, Digital Equipment Corporation Written for advanced undergraduate and beginning graduate students, "Foundations for Programming Languages" uses a series of typed lambda calculi to study the axiomatic, operational, and denotational semantics of sequential programming languages. Later chapters are devoted to progressively more sophisticated type systems.
Author: Franck Ismael Djédjé
Publisher: Les Éditions du Net
ISBN: 2312039494
Category : Education
Languages : en
Pages : 237
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Book Description
In the modern world, computer systems are playing a greater and greater part in everyday life. From office work, to entertainment, to providing information, the personal computer is quickly becoming a more integral part of the home. However, most PC users have no idea how most of the parts which make up their computer work internally. I am one of those who find that the framework provided by the school curriculum in the United Kingdom is of great assistance in planning lessons and learning plans but the curriculum does not plan out the work for us. We therefore need to invest a lot of time and effort into developing schemes of work that will suit the people we are going to teach. For me, it is a fantastic opportunity to employ our imagination and creativity to make lessons useful and interesting for children of different abilities. It is why I wrote this book. This book is a foundation course for Advanced Computer Studies and designed as a blueprint to teach users with a basic knowledge of computer science. Computer science is a subject that combines the use of technology which is ICT (Information Communication Technology) and the creation of technology. To use ICT (the subject about how to use technology to communicate information) more effectively, we need to know how technology works. Computing or computer science will create a generation of young people able to work at the forefront of technology change. It is the umbrella term for the subject that comprises 3 elements: computer science, information technology and digital literacy. It is helpful to think of these as the foundations, applications and implications of digital technology. The new focus on computer science will provides a well-defined and rigorous academic discipline and a unique lens through which pupils can understand the world. Children must therefore be taught computing if they are to be ready for tomorrow technology challenges. Our ingenuity to invent new means of communicating with each other, our very human compulsion to communicate have driven the technological innovations of the past two centuries however still a lot remain to be done with the arrival of quantum computing. A more rigorous approach to computer science teaching will help compete across the full spectrum of digital industries. This can only be achieved by equipping ourselves with the foundation skills, knowledge and understanding of computing do the necessity to introduce “computational thinking” at school via the new national curriculum (programmes of study and targets), the 2014 national curriculum that introduces computing which will replace ICT.
Author: Mike Barg
Publisher:
ISBN: 9781864872729
Category :
Languages : en
Pages : 27
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Book Description
Author: Y. N. Singh
Publisher: New Age International
ISBN: 8122416675
Category : Mathematics
Languages : en
Pages : 24
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Book Description
The Interesting Feature Of This Book Is Its Organization And Structure. That Consists Of Systematizing Of The Definitions, Methods, And Results That Something Resembling A Theory. Simplicity, Clarity, And Precision Of Mathematical Language Makes Theoretical Topics More Appealing To The Readers Who Are Of Mathematical Or Non-Mathematical Background. For Quick References And Immediate Attentions3⁄4Concepts And Definitions, Methods And Theorems, And Key Notes Are Presented Through Highlighted Points From Beginning To End. Whenever, Necessary And Probable A Visual Approach Of Presentation Is Used. The Amalgamation Of Text And Figures Make Mathematical Rigors Easier To Understand. Each Chapter Begins With The Detailed Contents, Which Are Discussed Inside The Chapter And Conclude With A Summary Of The Material Covered In The Chapter. Summary Provides A Brief Overview Of All The Topics Covered In The Chapter. To Demonstrate The Principles Better, The Applicability Of The Concepts Discussed In Each Topic Are Illustrated By Several Examples Followed By The Practice Sets Or Exercises.
