50 Algorithms Every Programmer Should Know Second Edition
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50 Algorithms Every Programmer Should Know
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Author : Imran Ahmad
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-09-29
50 Algorithms Every Programmer Should Know written by Imran Ahmad and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-29 with Computers categories.
Delve into the realm of generative AI and large language models (LLMs) while exploring modern deep learning techniques, including LSTMs, GRUs, RNNs with new chapters included in this 50% new edition overhaul Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Familiarize yourself with advanced deep learning architectures Explore newer topics, such as handling hidden bias in data and algorithm explainability Get to grips with different programming algorithms and choose the right data structures for their optimal implementation Book DescriptionThe ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world but also to understand how it works. You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, with the help of practical examples. As you advance, you'll learn about linear programming, page ranking, and graphs, and will then work with machine learning algorithms to understand the math and logic behind them. Case studies will show you how to apply these algorithms optimally before you focus on deep learning algorithms and learn about different types of deep learning models along with their practical use. You will also learn about modern sequential models and their variants, algorithms, methodologies, and architectures that are used to implement Large Language Models (LLMs) such as ChatGPT. Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks. By the end of this programming book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms.What you will learn Design algorithms for solving complex problems Become familiar with neural networks and deep learning techniques Explore existing data structures and algorithms found in Python libraries Implement graph algorithms for fraud detection using network analysis Delve into state-of-the-art algorithms for proficient Natural Language Processing illustrated with real-world examples Create a recommendation engine that suggests relevant movies to subscribers Grasp the concepts of sequential machine learning models and their foundational role in the development of cutting-edge LLMs Who this book is for This computer science book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code. Whether you are a beginner looking to learn the most used algorithms concisely or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, you'll find this book useful. Python programming experience is a must, knowledge of data science will be helpful but not necessary.
50 Algorithms Every Programmer Should Know Second Edition
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Author : Imran Ahmad
language : en
Publisher:
Release Date : 2023-09-29
50 Algorithms Every Programmer Should Know Second Edition written by Imran Ahmad and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-29 with Computers categories.
Algorithms play an important role in computing, so a deeper understanding of an algorithm's logic and mathematics is essential.
Build Your Own Programming Language
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Author : Clinton L. Jeffery
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-01-31
Build Your Own Programming Language written by Clinton L. Jeffery and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-31 with Computers categories.
Learn to design your own programming language in a hands-on way by building compilers, using preprocessors, transpilers, and more, in this fully-refreshed second edition, written by the creator of the Unicon programming language. Purchase of the print or Kindle book includes a free PDF eBook Key Features Takes a hands-on approach; learn by building the Jzero language, a subset of Java, with example code shown in both the Java and Unicon languages Learn how to create parsers, code generators, scanners, and interpreters Target bytecode, native code, and preprocess or transpile code into a high-level language Book DescriptionThere are many reasons to build a programming language: out of necessity, as a learning exercise, or just for fun. Whatever your reasons, this book gives you the tools to succeed. You’ll build the frontend of a compiler for your language and generate a lexical analyzer and parser using Lex and YACC tools. Then you’ll explore a series of syntax tree traversals before looking at code generation for a bytecode virtual machine or native code. In this edition, a new chapter has been added to assist you in comprehending the nuances and distinctions between preprocessors and transpilers. Code examples have been modernized, expanded, and rigorously tested, and all content has undergone thorough refreshing. You’ll learn to implement code generation techniques using practical examples, including the Unicon Preprocessor and transpiling Jzero code to Unicon. You'll move to domain-specific language features and learn to create them as built-in operators and functions. You’ll also cover garbage collection. Dr. Jeffery’s experiences building the Unicon language are used to add context to the concepts, and relevant examples are provided in both Unicon and Java so that you can follow along in your language of choice. By the end of this book, you'll be able to build and deploy your own domain-specific language.What you will learn Analyze requirements for your language and design syntax and semantics. Write grammar rules for common expressions and control structures. Build a scanner to read source code and generate a parser to check syntax. Implement syntax-coloring for your code in IDEs like VS Code. Write tree traversals and insert information into the syntax tree. Implement a bytecode interpreter and run bytecode from your compiler. Write native code and run it after assembling and linking using system tools. Preprocess and transpile code into another high-level language Who this book is for This book is for software developers interested in the idea of inventing their own language or developing a domain-specific language. Computer science students taking compiler design or construction courses will also find this book highly useful as a practical guide to language implementation to supplement more theoretical textbooks. Intermediate or better proficiency in Java or C++ programming languages (or another high-level programming language) is assumed.
C Interview Guide
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Author : Konstantin Semenenko
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-03-08
C Interview Guide written by Konstantin Semenenko and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-08 with Computers categories.
Catapult your C# journey with this guide to crafting standout resumes, mastering advanced concepts, and navigating job offers with real-world insights for unparalleled success in programming and interviews Key Features Acquire a strong foundation in syntax, data types, and object-oriented programming to code confidently Develop strategies for addressing behavioral questions, tackle technical challenges, and showcase your coding skills Augment your C# programming skills with valuable insights from industry experts Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIf you're gearing up for technical interviews by enhancing your programming skills and aiming for a successful career in C# programming and software development, the C# Interview Guide is your key to interview success. Designed to equip you with essential skills for excelling in technical interviews, this guide spans a broad spectrum, covering fundamental C# programming concepts to intricate technical details. As you progress, you'll develop proficiency in crafting compelling resumes, adeptly answering behavioral questions, and navigating the complexities of salary negotiations and job evaluations. What sets this book apart is its coverage, extending beyond technical know-how and incorporating real-world experiences and expert insights from industry professionals. This comprehensive approach, coupled with guidance on overcoming challenges, ranging from interview preparation to post-interview strategies, makes this guide an invaluable resource for those aspiring to advance in their C# programming careers. By the end of this guide, you’ll emerge with a solid understanding of C# programming, advanced technical interview skills, and the ability to apply industry best practices.What you will learn Craft compelling resumes and cover letters for impactful job applications Demonstrate proficiency in fundamental C# programming concepts and syntax Master advanced C# topics, including LINQ, asynchronous programming, and design patterns Implement best practices for writing clean, maintainable C# code Use popular C# development tools and frameworks, such as .NET and .NET Core Negotiate salary, evaluate job offers, and build a strong C# portfolio Apply soft skills for successful interactions in C# development roles Who this book is for This book is for individuals aspiring to pursue a career in C# programming or software development. Whether you are a beginner or experienced professional, this guide will enhance your technical interview skills and C# programming knowledge.
50 Algoritmi Che Ogni Programmatore Deve Conoscere
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Author : Imran Ahmad
language : it
Publisher: Apogeo Editore
Release Date : 2024-07-17T00:00:00+02:00
50 Algoritmi Che Ogni Programmatore Deve Conoscere written by Imran Ahmad and has been published by Apogeo Editore this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-17T00:00:00+02:00 with Computers categories.
Gli algoritmi hanno sempre avuto un ruolo importante nello studio come nella pratica dell'informatica e per ogni programmatore è fondamentale saperli applicare per risolvere problemi. Questo manuale insegna a conoscere 50 degli algoritmi più utilizzati, ne illustra il funzionamento e spiega come metterli in pratica. Si parte dalle caratteristiche base di un algoritmo e dalle tecniche di progettazione per poi passare allo studio e all'implementazione di vari algoritmi attraverso esempi pratici che utilizzano il linguaggio Python. Il lettore si avvicina così alla programmazione lineare, alla classificazione di pagine, alla creazione di grafi, al machine learning e al deep learning, ai motori di raccomandazione, all'elaborazione e gestione dei dati e alla crittografia, comprendendo la matematica e la logica che stanno alla base. Vengono inoltre presentati algoritmi per i Large Language Models (LLM) come ChatGPT insieme alle tecniche di elaborazione parallela che consentono di utilizzarli per compiti ad alta intensità di calcolo. Una nuova edizione aggiornata e arricchita, fondamentale per diventare esperti nell'utilizzo di algoritmi che consentono di risolvere problemi del mondo reale.
50 Algoritmos Que Todo Programador Debe Conocer
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Author : Imran Ahmad
language : es
Publisher: Marcombo
Release Date : 2024-09-26
50 Algoritmos Que Todo Programador Debe Conocer written by Imran Ahmad and has been published by Marcombo this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-26 with Computers categories.
La capacidad de utilizar algoritmos para resolver problemas del mundo real es una habilidad imprescindible para cualquier desarrollador o programador. Este libro le ayudará no solo a desarrollar la capacidad de seleccionar y utilizar el mejor algoritmo para cada problema, sino también a entender cómo funciona. Empezará con una introducción a los algoritmos y conocerá varias técnicas para diseñarlos, antes de aprender a implementar diferentes tipos de algoritmos, con la ayuda de ejemplos prácticos. A medida que avance, aprenderá sobre programación lineal y clasificación de páginas y gráficos, y trabajará con algoritmos de aprendizaje automático (Machine Learning) para comprender las matemáticas y la lógica que hay detrás de ellos. Los casos prácticos le mostrarán cómo aplicar estos algoritmos de forma óptima, antes de centrarse en los algoritmos de aprendizaje profundo y aprender sobre los distintos tipos de modelos de aprendizaje profundo (Deep Learning) y su uso práctico. También conocerá los modelos secuenciales modernos y sus variantes, algoritmos, metodologías y arquitecturas que se utilizan para implementar grandes modelos lingüísticos (LLM) como ChatGPT. Por último, tendrá un primer contacto con las técnicas que permiten el procesamiento paralelo, lo que le permitirá utilizar estos algoritmos para tareas de cálculo intensivo. Cuando acabe este libro, se habrá convertido en un experto en la resolución de problemas informáticos del mundo real utilizando para ello una amplia gama de algoritmos. Con este libro aprenderá a: - Diseñar algoritmos para resolver problemas complejos - Identificar las redes neuronales y las técnicas del aprendizaje profundo - Explorar estructuras de datos existentes y algoritmos incluidos en las bibliotecas de Python - Implementar algoritmos de grafos para la detección del fraude mediante el análisis de redes - Profundizar en algoritmos más avanzados para el procesamiento eficaz del lenguaje natural utilizando ejemplos reales - Crear un motor de recomendación que sugiera películas interesantes a los suscriptores - Comprender los conceptos de los modelos secuenciales de aprendizaje automático y su papel fundamental en el desarrollo de LLM de vanguardia
50 Algorithms Every Programmer Should Know
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Author : Imran Ahmad
language : en
Publisher:
Release Date : 2023
50 Algorithms Every Programmer Should Know written by Imran Ahmad and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Algorithms categories.
Solve classic computer science problems from fundamental algorithms, such as sorting and searching, to modern algorithms in machine learning and cryptography Key Features Discussion on Advanced Deep Learning Architectures New chapters on sequential models explaining modern deep learning techniques, like LSTMs, GRUs, and RNNs and Large Language Models (LLMs) Explore newer topics, such as how to handle hidden bias in data and the explainability of the algorithms Get to grips with different programming algorithms and choose the right data structures for their optimal implementation Book Description The ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world but also to understand how it works. You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, with the help of practical examples. As you advance, you'll learn about linear programming, page ranking, and graphs, and will then work with machine learning algorithms to understand the math and logic behind them. Case studies will show you how to apply these algorithms optimally before you focus on deep learning algorithms and learn about different types of deep learning models along with their practical use. You will also learn about modern sequential models and their variants, algorithms, methodologies, and architectures that are used to implement Large Language Models (LLMs) such as ChatGPT. Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks. By the end of this programming book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms. What you will learn Design algorithms for solving complex problems Become familiar with neural networks and deep learning techniques Explore existing data structures and algorithms found in Python libraries Implement graph algorithms for fraud detection using network analysis Delve into state-of-the-art algorithms for proficient Natural Language Processing illustrated with real-world examples Create a recommendation engine that suggests relevant movies to subscribers Grasp the concepts of sequential machine learning models and their foundational role in the development of cutting-edge LLMs Who this book is for This computer science book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code. Whether you are a beginner looking to learn the most used algorithms concisely or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, you'll find this book useful. Python programming experience is a must, knowledge of data science will be helpful but not necessary.
40 Algorithms Every Programmer Should Know
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Author : Imran Ahmad
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-06-12
40 Algorithms Every Programmer Should Know written by Imran Ahmad and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-12 with Computers categories.
Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental algorithms, such as sorting and searching, to modern algorithms used in machine learning and cryptography Key Features Learn the techniques you need to know to design algorithms for solving complex problems Become familiar with neural networks and deep learning techniques Explore different types of algorithms and choose the right data structures for their optimal implementation Book DescriptionAlgorithms have always played an important role in both the science and practice of computing. Beyond traditional computing, the ability to use algorithms to solve real-world problems is an important skill that any developer or programmer must have. This book will help you not only to develop the skills to select and use an algorithm to solve real-world problems but also to understand how it works. You’ll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, such as searching and sorting, with the help of practical examples. As you advance to a more complex set of algorithms, you'll learn about linear programming, page ranking, and graphs, and even work with machine learning algorithms, understanding the math and logic behind them. Further on, case studies such as weather prediction, tweet clustering, and movie recommendation engines will show you how to apply these algorithms optimally. Finally, you’ll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks. By the end of this book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms.What you will learn Explore existing data structures and algorithms found in Python libraries Implement graph algorithms for fraud detection using network analysis Work with machine learning algorithms to cluster similar tweets and process Twitter data in real time Predict the weather using supervised learning algorithms Use neural networks for object detection Create a recommendation engine that suggests relevant movies to subscribers Implement foolproof security using symmetric and asymmetric encryption on Google Cloud Platform (GCP) Who this book is for This book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code. Whether you are a beginner looking to learn the most commonly used algorithms in a clear and concise way or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, you'll find this book useful. Although Python programming experience is a must, knowledge of data science will be helpful but not necessary.
Computerworld
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Author :
language : en
Publisher:
Release Date : 1979-07-09
Computerworld written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979-07-09 with categories.
For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.
Computerworld
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Author :
language : en
Publisher:
Release Date : 1979-07-09
Computerworld written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979-07-09 with categories.
For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.