List of 10 Computer Science books for Beginners. Computer science is the study of the theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems.
Author : John M Zelle
This third edition of John Zelle's Python Programming continues the tradition of updating the text to reflect new technologies while maintaining a time-tested approach to teaching introductory computer science. An important change to this edition is the removal of most uses of eval and the addition of a discussion of its dangers. In our increasingly connected world, it's never too early to begin considering computer security issues. This edition also uses several new graphics examples, developed throughout chapters 4-12
Author : Jessen Havill
Discovering Computer Science: Interdisciplinary Problems, Principles, and Python Programming introduces computational problem solving as a vehicle of discovery in a wide variety of disciplines. With a principles-oriented introduction to computational thinking, the text provides a broader and deeper introduction to computer science than typical introductory programming books.
Organized around interdisciplinary problem domains, rather than programming language features, each chapter guides students through increasingly sophisticated algorithmic and programming techniques. The author uses a spiral approach to introduce Python language features in increasingly complex contexts as the book progresses.
The book includes thirty well-developed independent projects that encourage students to explore questions across disciplinary boundaries. Each is motivated by a problem that students can investigate by developing algorithms and implementing them as Python programs.
Buy from AmazonAuthor : Abhay B. Joshi, Ravindra Pande
Who this book is for:This book is perfect for students who are keen to learn CS concepts and have no prior programming background. In addition to learning a lot of Computer Science concepts, you will do a series of interesting projects and programming activities. You will work on a few big projects, and you will also write many small practice programs. You will learn and apply concepts of computer programming and computer science when you write these programs. Scratch language : The choice of programming language is critical to achieve the intended objectives of teaching CS to beginners. In this book we use the Scratch programming language. Scratch is an entertaining and powerful language, and yet it is easy to learn. It is known as a "low floor and high ceiling" language it allows the learner to build his/her vocabulary without getting mired in the complexities of syntax and grammar. There is a lot of material on Scratch Programming on the Internet, including videos, online courses, Scratch projects, and so on. This book is meant to offer a more organized and tutorial-like treatment to learning Scratch. It is also focused more on learning CS concepts rather than Scratch itself.
Buy from AmazonAuthor : Deborah Morley, Charles Parker
Discover a modern introduction to computer concepts with UNDERSTANDING COMPUTERS: TODAY AND TOMORROW, COMPREHENSIVE, 16E. Known for a unique emphasis on societal issues and industry insights from respected leaders, this book provides reliable information to help you learn about emerging technologies that may impact the way industries conduct business in the future. You become familiar with exciting technology developments and take a sneak peek at the future of modular smartphones, smartphone driver licenses, robot butlers and other robotic assistants, perceptual computing, smart clothes, 4K video, and emerging networking standards.
Buy from AmazonAuthor : Shane Torbert
Applied Computer Science presents a unique approach for introductory courses that will engage students with relevant topics from a variety of disciplines, encourage their natural creativity, and prepare them for independent projects. Lab assignments are accessible and carefully sequenced for maximum impact. Students are able to write their own code in building solutions and Python is used to minimize any language barrier for beginners. Problems involving visualization are emphasized throughout with interactive graphics, image files, and plots of generated data. This text aims to establish a core learning experience around which any number of other learning objectives could be included.
Buy from AmazonAuthor : Michael J. Way (Editor), Jeffrey D. Scargle (Editor), Kamal M. Ali (Editor), Ashok N. Srivastava (Editor)
Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of state-of-the-art machine learning and data mining techniques in astronomy. Due to the massive amount and complexity of data in most scientific disciplines, the material discussed in this text transcends traditional boundaries between various areas in the sciences and computer science.
The book’s introductory part provides context to issues in the astronomical sciences that are also important to health, social, and physical sciences, particularly probabilistic and statistical aspects of classification and cluster analysis. The next part describes a number of astrophysics case studies that leverage a range of machine learning and data mining technologies. In the last part, developers of algorithms and practitioners of machine learning and data mining show how these tools and techniques are used in astronomical applications.
Buy from AmazonAuthor : Wilhelm Burger, Mark J. Burge
This is the second volume of a book series that provides a modern, algori- mic introduction to digital image processing. It is designed to be used both by learners desiring a ?rm foundation on which to build and practitioners in search of critical analysis and modern implementations of the most important techniques. This updated and enhanced paperback edition of our compreh- sive textbook Digital Image Processing: An Algorithmic Approach Using Java packages the original material into a series of compact volumes, thereby s- porting a ?exible sequence of courses in digital image processing. Tailoring the contents to the scope of individual semester courses is also an attempt to p- vide a?ordable (and “backpack-compatible”) textbooks without comprimising the quality and depth of content. This second volume, titled Core Algorithms, extends the introductory - terial presented in the ?rst volume (Fundamental Techniques) with additional techniques that are, nevertheless, part of the standard image processing to- box. A forthcomingthird volume(Advanced Techniques) will extendthis series and add important material beyond the elementary level, suitable for an - vanced undergraduate or even graduate course.
Buy from AmazonAuthor : Markus Schumache
For quite some time, in systems and software design, security only came as a second thought or even as a nice-to-have add-on. However, since the breakthrough of the Internet as a virtual backbone for electronic commerce and similar applications, security is now recognized as a fundamental requirement.
This book presents a systematic security improvement approach based on the pattern paradigm. The author first clarifies the key concepts of security patterns, defines their semantics and syntax, demonstrates how they can be used, and then compares his model with other security approaches. Based on the author's model and best practice in security patterns, security novices are now in a position to understand how security experts solve problems and can basically act like them by using the patterns available as building blocks for their designs.
Buy from AmazonAuthor : Brian W. Kernighan, Dennis Ritchie
The Second Edition of The C Programming Language The book enumerates the concepts related to C Programming language, as prescribed by ANSI standard. The book elaborates on the basics of procedure oriented programming and the fundamentals of writing C codes. It goes on to cover aspects like functions and loops, learning which will help novice programmers to code elementary level codes properly.
Buy from AmazonAuthor : Joseph Migga Kizza
This engaging textbook highlights the essential need for a strong ethical framework in our approach to computer, information and engineering science. Through thought-provoking questions and case studies, the reader is challenged to consider the deeper implications arising from the use of today’s rapidly-evolving computing technologies and ever-changing communication ecosystems.
This updated second edition features new material on information security, intellectual property rights, the Internet of Things, and 5G technologies.
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