Learning Advanced Programming

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Advanced R

Author : Hadley Wickham
Publisher : CRC Press
ISBN 13 : 1498759807
Total Pages : 476 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Advanced R by : Hadley Wickham

Download or read book Advanced R written by Hadley Wickham and published by CRC Press. This book was released on 2015-09-15 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.

Code Reading

Author : Diomidis Spinellis
Publisher : Addison-Wesley Professional
ISBN 13 : 9780201799408
Total Pages : 530 pages
Book Rating : 4.7/5 (994 download)

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Book Synopsis Code Reading by : Diomidis Spinellis

Download or read book Code Reading written by Diomidis Spinellis and published by Addison-Wesley Professional. This book was released on 2003 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: CD-ROM contains cross-referenced code.

Advanced R, Second Edition

Author : Hadley Wickham
Publisher : CRC Press
ISBN 13 : 1351201298
Total Pages : 562 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Advanced R, Second Edition by : Hadley Wickham

Download or read book Advanced R, Second Edition written by Hadley Wickham and published by CRC Press. This book was released on 2019-05-24 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced R helps you understand how R works at a fundamental level. It is designed for R programmers who want to deepen their understanding of the language, and programmers experienced in other languages who want to understand what makes R different and special. This book will teach you the foundations of R; three fundamental programming paradigms (functional, object-oriented, and metaprogramming); and powerful techniques for debugging and optimising your code. By reading this book, you will learn: The difference between an object and its name, and why the distinction is important The important vector data structures, how they fit together, and how you can pull them apart using subsetting The fine details of functions and environments The condition system, which powers messages, warnings, and errors The powerful functional programming paradigm, which can replace many for loops The three most important OO systems: S3, S4, and R6 The tidy eval toolkit for metaprogramming, which allows you to manipulate code and control evaluation Effective debugging techniques that you can deploy, regardless of how your code is run How to find and remove performance bottlenecks The second edition is a comprehensive update: New foundational chapters: "Names and values," "Control flow," and "Conditions" comprehensive coverage of object oriented programming with chapters on S3, S4, R6, and how to choose between them Much deeper coverage of metaprogramming, including the new tidy evaluation framework use of new package like rlang (http://rlang.r-lib.org), which provides a clean interface to low-level operations, and purr (http://purrr.tidyverse.org/) for functional programming Use of color in code chunks and figures Hadley Wickham is Chief Scientist at RStudio, an Adjunct Professor at Stanford University and the University of Auckland, and a member of the R Foundation. He is the lead developer of the tidyverse, a collection of R packages, including ggplot2 and dplyr, designed to support data science. He is also the author of R for Data Science (with Garrett Grolemund), R Packages, and ggplot2: Elegant Graphics for Data Analysis.

Advanced Programming Language Design

Author : Raphael A. Finkel
Publisher : Addison Wesley
ISBN 13 :
Total Pages : 504 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Advanced Programming Language Design by : Raphael A. Finkel

Download or read book Advanced Programming Language Design written by Raphael A. Finkel and published by Addison Wesley. This book was released on 1996 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: 0805311912B04062001

Advanced Programming Techniques

Author : Rex Barzee
Publisher :
ISBN 13 : 9780983384021
Total Pages : 127 pages
Book Rating : 4.3/5 (84 download)

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Book Synopsis Advanced Programming Techniques by : Rex Barzee

Download or read book Advanced Programming Techniques written by Rex Barzee and published by . This book was released on 2011-02-01 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Packed with more than 100 working code examples, Advanced Programming Techniques will teach you new and innovative algorithms and techniques that you can use in nearly any computer programming language. This book includes multiple solutions to the same programming problems allowing you to compare the different solutions and learn the advantages and disadvantages of each programming technique. From this book you will learn how to write simpler, more precise, and more efficient code. The code examples include how to simplify code by writing table based solutions how to help a user enter input efficiently a novel and improved way of implementing an array list an improved way of implementing a linked list converting iteration to recursion and vice versa the most efficient way to compute the population count of an integer improved ways of implementing sets the numerically stable way to compute the mean, variance, and correlation and much more

Learning Advanced Programming

Author : STEVE HANSEN
Publisher : IT Campus Academy
ISBN 13 :
Total Pages : 127 pages
Book Rating : 4./5 ( download)

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Book Synopsis Learning Advanced Programming by : STEVE HANSEN

Download or read book Learning Advanced Programming written by STEVE HANSEN and published by IT Campus Academy. This book was released on 2023-10-04 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the skills you need to develop complex, efficient, and scalable software Advanced programming is the study of programming techniques and concepts that go beyond basic programming. It is a valuable skill that can help you to develop more complex, efficient, and scalable software. Why learn advanced programming? There are many reasons to learn advanced programming. Advanced programming can help you to: Develop more complex, efficient, and scalable software Solve more difficult problems Improve your critical thinking and problem-solving skills Increase your job opportunities What will you learn? In this book, you will learn about a wide range of advanced programming topics, including: Data structures: How to represent and organize data in a way that is efficient and effective Algorithms: Step-by-step procedures for solving problems Software engineering: The process of designing, developing, and maintaining software Advanced topics: Cutting-edge programming techniques and technologies Who is this book for? This book is for anyone who wants to learn more about advanced programming. It is a valuable resource for students, developers, and anyone who is interested in developing complex, efficient, and scalable software. Features: Comprehensive coverage: This book covers a wide range of advanced programming topics, from data structures and algorithms to software engineering and advanced topics. Easy-to-understand writing: This book is written in an easy-to-understand style that is accessible to readers of all levels of experience. Real-world examples: This book includes real-world examples to illustrate the concepts being discussed. Order your copy today and start learning about advanced programming! Call to action: Order your copy today and start learning about advanced programming! This book is a valuable resource that can help you to develop the skills you need to be successful in your career.

Modern Compiler Implementation in C

Author : Andrew W. Appel
Publisher : Cambridge University Press
ISBN 13 : 1107268567
Total Pages : 560 pages
Book Rating : 4.1/5 (72 download)

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Book Synopsis Modern Compiler Implementation in C by : Andrew W. Appel

Download or read book Modern Compiler Implementation in C written by Andrew W. Appel and published by Cambridge University Press. This book was released on 2004-07-08 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new, expanded textbook describes all phases of a modern compiler: lexical analysis, parsing, abstract syntax, semantic actions, intermediate representations, instruction selection via tree matching, dataflow analysis, graph-coloring register allocation, and runtime systems. It includes good coverage of current techniques in code generation and register allocation, as well as functional and object-oriented languages, that are missing from most books. In addition, more advanced chapters are now included so that it can be used as the basis for a two-semester or graduate course. The most accepted and successful techniques are described in a concise way, rather than as an exhaustive catalog of every possible variant. Detailed descriptions of the interfaces between modules of a compiler are illustrated with actual C header files. The first part of the book, Fundamentals of Compilation, is suitable for a one-semester first course in compiler design. The second part, Advanced Topics, which includes the advanced chapters, covers the compilation of object-oriented and functional languages, garbage collection, loop optimizations, SSA form, loop scheduling, and optimization for cache-memory hierarchies.

Expert Python Programming

Author : Michał Jaworski
Publisher : Packt Publishing Ltd
ISBN 13 : 1801076197
Total Pages : 631 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis Expert Python Programming by : Michał Jaworski

Download or read book Expert Python Programming written by Michał Jaworski and published by Packt Publishing Ltd. This book was released on 2021-05-28 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain a deep understanding of building, maintaining, packaging, and shipping robust Python applications Key FeaturesDiscover the new features of Python, such as dictionary merge, the zoneinfo module, and structural pattern matchingCreate manageable code to run in various environments with different sets of dependenciesImplement effective Python data structures and algorithms to write, test, and optimize codeBook Description This new edition of Expert Python Programming provides you with a thorough understanding of the process of building and maintaining Python apps. Complete with best practices, useful tools, and standards implemented by professional Python developers, this fourth edition has been extensively updated. Throughout this book, you’ll get acquainted with the latest Python improvements, syntax elements, and interesting tools to boost your development efficiency. The initial few chapters will allow experienced programmers coming from different languages to transition to the Python ecosystem. You will explore common software design patterns and various programming methodologies, such as event-driven programming, concurrency, and metaprogramming. You will also go through complex code examples and try to solve meaningful problems by bridging Python with C and C++, writing extensions that benefit from the strengths of multiple languages. Finally, you will understand the complete lifetime of any application after it goes live, including packaging and testing automation. By the end of this book, you will have gained actionable Python programming insights that will help you effectively solve challenging problems. What you will learnExplore modern ways of setting up repeatable and consistent Python development environmentsEffectively package Python code for community and production useLearn modern syntax elements of Python programming, such as f-strings, enums, and lambda functionsDemystify metaprogramming in Python with metaclassesWrite concurrent code in PythonExtend and integrate Python with code written in C and C++Who this book is for The Python programming book is intended for expert programmers who want to learn Python’s advanced-level concepts and latest features. Anyone who has basic Python skills should be able to follow the content of the book, although it might require some additional effort from less experienced programmers. It should also be a good introduction to Python 3.9 for those who are still a bit behind and continue to use other older versions.

Advanced Programming with STM32 Microcontrollers

Author : Majid Pakdel
Publisher :
ISBN 13 : 9783895764103
Total Pages : 216 pages
Book Rating : 4.7/5 (641 download)

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Book Synopsis Advanced Programming with STM32 Microcontrollers by : Majid Pakdel

Download or read book Advanced Programming with STM32 Microcontrollers written by Majid Pakdel and published by . This book was released on 2020-12-07 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Python Programming

Author : Dr. Gabriele Lanaro
Publisher : Packt Publishing Ltd
ISBN 13 : 183855369X
Total Pages : 652 pages
Book Rating : 4.8/5 (385 download)

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Book Synopsis Advanced Python Programming by : Dr. Gabriele Lanaro

Download or read book Advanced Python Programming written by Dr. Gabriele Lanaro and published by Packt Publishing Ltd. This book was released on 2019-02-28 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create distributed applications with clever design patterns to solve complex problems Key FeaturesSet up and run distributed algorithms on a cluster using Dask and PySparkMaster skills to accurately implement concurrency in your codeGain practical experience of Python design patterns with real-world examplesBook Description This Learning Path shows you how to leverage the power of both native and third-party Python libraries for building robust and responsive applications. You will learn about profilers and reactive programming, concurrency and parallelism, as well as tools for making your apps quick and efficient. You will discover how to write code for parallel architectures using TensorFlow and Theano, and use a cluster of computers for large-scale computations using technologies such as Dask and PySpark. With the knowledge of how Python design patterns work, you will be able to clone objects, secure interfaces, dynamically choose algorithms, and accomplish much more in high performance computing. By the end of this Learning Path, you will have the skills and confidence to build engaging models that quickly offer efficient solutions to your problems. This Learning Path includes content from the following Packt products: Python High Performance - Second Edition by Gabriele LanaroMastering Concurrency in Python by Quan NguyenMastering Python Design Patterns by Sakis KasampalisWhat you will learnUse NumPy and pandas to import and manipulate datasetsAchieve native performance with Cython and NumbaWrite asynchronous code using asyncio and RxPyDesign highly scalable programs with application scaffoldingExplore abstract methods to maintain data consistencyClone objects using the prototype patternUse the adapter pattern to make incompatible interfaces compatibleEmploy the strategy pattern to dynamically choose an algorithmWho this book is for This Learning Path is specially designed for Python developers who want to build high-performance applications and learn about single core and multi-core programming, distributed concurrency, and Python design patterns. Some experience with Python programming language will help you get the most out of this Learning Path.

Advanced C# Programming

Author : Paul Kimmel
Publisher : McGraw Hill Professional
ISBN 13 : 0072228288
Total Pages : 578 pages
Book Rating : 4.0/5 (722 download)

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Book Synopsis Advanced C# Programming by : Paul Kimmel

Download or read book Advanced C# Programming written by Paul Kimmel and published by McGraw Hill Professional. This book was released on 2002-09-25 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: This advanced resource is ideal for experienced programmers seeking practical solutions to real problems. Discover valuable coding techniques and best practices while learning to master Microsoft’s newest cross-platform programming language. This definitive guide will show you how to expertly apply and integrate C# into your business applications. Create user controls, special effects text, dynamic user interfaces, custom attributes--plus, you’ll also find reliable security and authentication methods.

LabView

Author : Rick Bitter
Publisher : CRC Press
ISBN 13 : 1420004913
Total Pages : 520 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis LabView by : Rick Bitter

Download or read book LabView written by Rick Bitter and published by CRC Press. This book was released on 2017-12-19 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether seeking deeper knowledge of LabVIEW®’s capabilities or striving to build enhanced VIs, professionals know they will find everything they need in LabVIEW: Advanced Programming Techniques. Now accompanied by LabVIEW 2011, this classic second edition, focusing on LabVIEW 8.0, delves deeply into the classic features that continue to make LabVIEW one of the most popular and widely used graphical programming environments across the engineering community. The authors review the front panel controls, the Standard State Machine template, drivers, the instrument I/O assistant, error handling functions, hyperthreading, and Express VIs. It covers the introduction of the Shared Variables function in LabVIEW 8.0 and explores the LabVIEW project view. The chapter on ActiveX includes discussion of the MicrosoftTM .NET® framework and new examples of programming in LabVIEW using .NET. Numerous illustrations and step-by-step explanations provide hands-on guidance. Reviewing LabVIEW 8.0 and accompanied by the latest software, LabVIEW: Advanced Programming Techniques, Second Edition remains an indispensable resource to help programmers take their LabVIEW knowledge to the next level. Visit the CRC website to download accompanying software.

Advanced Programming in the UNIX Environment

Author : W. Richard Stevens
Publisher : Addison-Wesley Professional
ISBN 13 : 9780321525949
Total Pages : 927 pages
Book Rating : 4.5/5 (259 download)

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Book Synopsis Advanced Programming in the UNIX Environment by : W. Richard Stevens

Download or read book Advanced Programming in the UNIX Environment written by W. Richard Stevens and published by Addison-Wesley Professional. This book was released on 2008-01-01 with total page 927 pages. Available in PDF, EPUB and Kindle. Book excerpt: The revision of the definitive guide to Unix system programming is now available in a more portable format.

R for Data Science

Author : Hadley Wickham
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491910364
Total Pages : 521 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis R for Data Science by : Hadley Wickham

Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Advanced Linux Programming

Author : CodeSourcery LLC
Publisher : Sams Publishing
ISBN 13 : 0672333627
Total Pages : 543 pages
Book Rating : 4.6/5 (723 download)

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Book Synopsis Advanced Linux Programming by : CodeSourcery LLC

Download or read book Advanced Linux Programming written by CodeSourcery LLC and published by Sams Publishing. This book was released on 2001-06-11 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook version of the printed book. If the print book includes a CD-ROM, this content is not included within the eBook version. Advanced Linux Programming is divided into two parts. The first covers generic UNIX system services, but with a particular eye towards Linux specific information. This portion of the book will be of use even to advanced programmers who have worked with other Linux systems since it will cover Linux specific details and differences. For programmers without UNIX experience, it will be even more valuable. The second section covers material that is entirely Linux specific. These are truly advanced topics, and are the techniques that the gurus use to build great applications. While this book will focus mostly on the Application Programming Interface (API) provided by the Linux kernel and the C library, a preliminary introduction to the development tools available will allow all who purchase the book to make immediate use of Linux.

Advanced Topics in Types and Programming Languages

Author : Benjamin C. Pierce
Publisher : MIT Press
ISBN 13 : 0262552671
Total Pages : 589 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Advanced Topics in Types and Programming Languages by : Benjamin C. Pierce

Download or read book Advanced Topics in Types and Programming Languages written by Benjamin C. Pierce and published by MIT Press. This book was released on 2024-07-02 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thorough and accessible introduction to a range of key ideas in type systems for programming language. The study of type systems for programming languages now touches many areas of computer science, from language design and implementation to software engineering, network security, databases, and analysis of concurrent and distributed systems. This book offers accessible introductions to key ideas in the field, with contributions by experts on each topic. The topics covered include precise type analyses, which extend simple type systems to give them a better grip on the run time behavior of systems; type systems for low-level languages; applications of types to reasoning about computer programs; type theory as a framework for the design of sophisticated module systems; and advanced techniques in ML-style type inference. Advanced Topics in Types and Programming Languages builds on Benjamin Pierce's Types and Programming Languages (MIT Press, 2002); most of the chapters should be accessible to readers familiar with basic notations and techniques of operational semantics and type systems—the material covered in the first half of the earlier book. Advanced Topics in Types and Programming Languages can be used in the classroom and as a resource for professionals. Most chapters include exercises, ranging in difficulty from quick comprehension checks to challenging extensions, many with solutions.

Deep Learning for Coders with fastai and PyTorch

Author : Jeremy Howard
Publisher : O'Reilly Media
ISBN 13 : 1492045497
Total Pages : 624 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Deep Learning for Coders with fastai and PyTorch by : Jeremy Howard

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala