Download or read book Python for Beginners written by Programming Languages ACADEMY and published by . This book was released on 2020-01-02 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Would you like to start programming with Python from scratch? This is definitely the easiest way you can find! What are you waiting for, keep reading! This boxset includes: Python Programming for Beginners: The Ultimate Beginner's Guide to Learning the Basics of Python in a Great Crash Course Full of Notions, Tips and Tricks Have you always wanted to learn how to program? Have you always thought it was too difficult? Or did you think you didn't have enough basic skills? If so, keep reading... The PROGRAMMING LANGUAGES ACADEMY has created a targeted learning path within the reach of anyone who wants to start programming without having the appropriate skills. What you will find in this book is a real step by step path that will take you from 0 to 100 in a few days!!! Once you start reading you will appreciate a simple, clear and essential guide. The chapters are short and will deliver new information gradually, so that you are not overwhelmed by too many notions all together. Illustrations, examples and step-by-step guides in each chapter allow you not to make mistakes but above all not to cause confusion. You no longer have to waste time and money trying to learn Python from expensive online courses or from incredibly long textbooks that leave you just more confused and frustrated. Python Workbook: Learn How to Quickly and Effectively Program with Exercises, Projects, and Solutions Do you want to learn one of the most in-demand programming languages of today and start an exciting career in data science, web development, or another field of your choice? Learn Python! Python is easy to read because the code looks a lot like regular English, but don't let this simplicity deceive you: it's one of the most powerful and versatile programming languages out there! In fact, it powers many of your favorite websites and services, including Instagram, Spotify, and even Google! This book takes you on a practical journey through the amazing features of Python. Unlike books that focus on theoretical concepts only, this book will show you how Python is actually used - and encourage you to get creative! Here's what you'll find in this book: Practical programming exercises that will help you apply programming concepts to real-life situations Debugging exercises that will teach you to notice errors in Python code quickly Fun projects that will really test your knowledge and motivate you to practice even more Valuable tips for mastering Python quickly An answer key to check if you were right Learning the basics of any programming language may seem a bit boring at first, but once you've written your first program that really does something - even if it's just printing text on the screen - your excitement and motivation will become unstoppable and you'll yearn for more and more programming challenges that will hone your skills! This book is a perfect companion for any beginning Python programmer. If you've tried learning Python before but got discouraged by too much theory... this book is guaranteed to rekindle your interest in Python programming! If you're ready to learn the basics of python programming 7 DAYS FROM TODAY, get a copy of this book today! Are you ready to start writing Python apps that really work? Scroll up, cli

Download or read book Python para Principiantes written by Programming Languages Academy and published by . This book was released on 2020-05-02 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: ¿Te gustaría empezar a programar con Python desde cero? ¡Esta es la forma más fácil de encontrarlo! ¿A qué esperas? ¡Sigue leyendo! Esta caja incluye: Programación Python para principiantes: La guía definitiva para principiantes para aprender los fundamentos de Python en un gran curso intensivo lleno de nociones, consejos y trucos. ¿Siempre has querido aprender a programar? ¿Alguna vez pensaste que era demasiado difícil? ¿O pensaste que no tenías suficientes habilidades necesarias? Si es así, sigue leyendo... La PROGRAMMING LANGUAGES ACADEMY ha creado un camino de aprendizaje específico al alcance de cualquiera que quiera empezar a programar sin tener las habilidades apropiadas. Lo que encontrarás en este libro es un verdadero camino paso a paso que te llevará de 0 a 100 en pocos días!!! Una vez que empieces a leer, apreciarás una guía simple, clara y esencial. Los capítulos son cortos y te darán nueva información gradualmente para que no te sientas abrumado por demasiadas nociones en total. Las ilustraciones, los ejemplos y las guías paso a paso de cada capítulo le permiten no cometer errores pero, sobre todo, no confundir. Ya no tienes que perder tiempo y dinero tratando de aprender Python en costosos cursos en línea o en libros de texto increíblemente largos que te dejan más confundido y frustrado. Libro de trabajo de Python: Aprende a programar rápida y eficazmente con ejercicios, proyectos y soluciones ¿Quieres aprender uno de los lenguajes de programación más demandados de hoy en día y comenzar una emocionante carrera en la ciencia de los datos, el desarrollo web o en otro campo de tu elección? ¡Aprende Python! Python es fácil de leer porque el código se parece mucho al inglés normal, pero no dejes que esta simplicidad te engañe: ¡es uno de los lenguajes de programación más poderosos y versátiles que existen! Alimenta muchos de tus sitios y servicios favoritos, incluyendo Instagram, Spotify, e incluso Google! Este libro te lleva a un viaje práctico a través de las increíbles características de Python. A diferencia de los libros que se centran sólo en conceptos teóricos, este libro te mostrará cómo se utiliza Python, ¡y te animará a ser creativo! Esto es lo que encontrarás en este libro: Ejercicios prácticos de programación que te ayudarán a aplicar los conceptos de programación a situaciones de la vida real Ejercicios de depuración que le enseñarán a notar rápidamente los errores en el código Python Proyectos divertidos que pondrán a prueba tus conocimientos y te motivarán a practicar aún más Valiosos consejos para dominar rápidamente la pitó Aprender lo básico de cualquier lenguaje de programación puede parecer un poco aburrido al principio, pero una vez que hayas escrito tu primer programa que haga algo -aunque sólo sea imprimir texto en la pantalla- tu emoción y motivación se volverán imparables. Anhelarás más y más desafíos de programación que perfeccionarán tus habilidades! Si has intentado aprender Python antes pero te has desanimado por demasiada teoría... ¡este libro está garantizado para reavivar tu interés en la programación en Python! ¿Estás listo para empezar a escribir aplicaciones Python que funcionen? Si estás preparado para aprender lo básico de la programación en Python 7 DÍAS DESDE HOY, ¡consigue una copia de este libro hoy! Desplácese hacia arriba y haga clic en el botón "

Download or read book Aprende Python desde cero hasta avanzado written by Xavier Ochoa Reyes and published by BookRix. This book was released on 2024-09-23 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: ¡Aprende a programar sin conocimientos previos y descubre el poder de Python con este libro! Programar es una habilidad extremadamente demandada, que ofrece muchas ventajas en la vida privada y profesional. Por eso es difícil de entender que pocas personas dominen la programación. Xavier Reyes Ochoa, programador experto, quiere cambiar eso con este libro único. En YouTube es conocido como Programador X, cuenta con millones de vistas y además es un renombrado ingeniero y consultor, con más de una década de experiencia en la industria tecnológica. En este libro, te lleva de la mano en un viaje desde los conceptos más básicos hasta los niveles más avanzados de Python. Con su experiencia como consultor en proyectos para Nintendo y Google, y su rol como ingeniero en AWS, Xavier ha perfeccionado su habilidad para enseñar de manera clara y efectiva. En las primeras páginas, te darás cuenta de que programar no es brujería. En particular, Python es un lenguaje de programación accesible que te permite una entrada especialmente fácil al mundo de la programación. Te sorprenderás de lo rápido y sencillo que avanzarás con este libro diseñado para principiantes, pues no deja ninguna pregunta sin respuesta. Saber programar te hace brillar en cada entrevista de trabajo. ¿Qué encontrarás en este libro? Todo acerca de Python: Conceptos básicos y primeros pasos. Una estructura bien pensada y adaptada a las necesidades de principiantes. Contenido extra: Videos y retos adicionales para profundizar lo aprendido. Consejos adicionales. ¡Y mucho más! Temas específicos de este libro: Python para principiantes y avanzados Variables y tipos de datos: Aprende a manejar diferentes tipos de datos. Operadores: Explora operadores aritméticos, lógicos y de comparación. Estructuras de control de flujo: Domina las sentencias condicionales y los bucles. Funciones: Crea y utiliza funciones para tu código. Números: Manejo de números y operaciones matemáticas. Texto: Manipulación y procesamiento de cadenas de texto. Listas: Aprende a trabajar con listas y sus métodos. Tuplas: Entiende las tuplas. Sets: Descubre los sets y cómo utilizarlos. ¡Y mucho más! (Diccionarios, programacion orientada a objetos (POO), módulos y paquetes, manejo de archivos, bibliotecas y frameworks) Xavier no solo te enseña la teoría, sino que también te guía a través de ejemplos y ejercicios que consolidarán tu aprendizaje. El libro está diseñado con imágenes y un estilo amigable, haciendo que el aprendizaje sea más accesible y entretenido. Ya seas un principiante absoluto o un programador experimentado que busca llevar sus habilidades al siguiente nivel, este libro es tu compañero ideal. Por qué elegir este libro: Autor experto: Xavier es un experto, con un historial probado de éxito en la enseñanza y la industria. Contenido completo: Desde lo básico hasta lo avanzado. Estilo didáctico: Explicaciones claras y concisas con ejemplos prácticos. Retos reales: Aplica tus conocimientos con escenarios del mundo real. No pierdas la oportunidad de transformar tu carrera. Con este libro, te conviertes en un experto en Python. ¡Comienza tu viaje hacia la maestría en Python ahora!

Download or read book Python Basics written by Dan Bader and published by Real Python (Realpython.Com). This book was released on 2021-03-16 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make the Leap From Beginner to Intermediate in Python... Python Basics: A Practical Introduction to Python 3 Your Complete Python Curriculum-With Exercises, Interactive Quizzes, and Sample Projects What should you learn about Python in the beginning to get a strong foundation? With Python Basics, you'll not only cover the core concepts you really need to know, but you'll also learn them in the most efficient order with the help of practical exercises and interactive quizzes. You'll know enough to be dangerous with Python, fast! Who Should Read This Book If you're new to Python, you'll get a practical, step-by-step roadmap on developing your foundational skills. You'll be introduced to each concept and language feature in a logical order. Every step in this curriculum is explained and illustrated with short, clear code samples. Our goal with this book is to educate, not to impress or intimidate. If you're familiar with some basic programming concepts, you'll get a clear and well-tested introduction to Python. This is a practical introduction to Python that jumps right into the meat and potatoes without sacrificing substance. If you have prior experience with languages like VBA, PowerShell, R, Perl, C, C++, C#, Java, or Swift the numerous exercises within each chapter will fast-track your progress. If you're a seasoned developer, you'll get a Python 3 crash course that brings you up to speed with modern Python programming. Mix and match the chapters that interest you the most and use the interactive quizzes and review exercises to check your learning progress as you go along. If you're a self-starter completely new to coding, you'll get practical and motivating examples. You'll begin by installing Python and setting up a coding environment on your computer from scratch, and then continue from there. We'll get you coding right away so that you become competent and knowledgeable enough to solve real-world problems, fast. Develop a passion for programming by solving interesting problems with Python every day! If you're looking to break into a coding or data-science career, you'll pick up the practical foundations with this book. We won't just dump a boat load of theoretical information on you so you can "sink or swim"-instead you'll learn from hands-on, practical examples one step at a time. Each concept is broken down for you so you'll always know what you can do with it in practical terms. If you're interested in teaching others "how to Python," this will be your guidebook. If you're looking to stoke the coding flame in your coworkers, kids, or relatives-use our material to teach them. All the sequencing has been done for you so you'll always know what to cover next and how to explain it. What Python Developers Say About The Book: "Go forth and learn this amazing language using this great book." - Michael Kennedy, Talk Python "The wording is casual, easy to understand, and makes the information flow well." - Thomas Wong, Pythonista "I floundered for a long time trying to teach myself. I slogged through dozens of incomplete online tutorials. I snoozed through hours of boring screencasts. I gave up on countless crufty books from big-time publishers. And then I found Real Python. The easy-to-follow, step-by-step instructions break the big concepts down into bite-sized chunks written in plain English. The authors never forget their audience and are consistently thorough and detailed in their explanations. I'm up and running now, but I constantly refer to the material for guidance." - Jared Nielsen, Pythonista

Download or read book Learn to Program with Scratch written by Majed Marji and published by No Starch Press. This book was released on 2014-02-14 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scratch is a fun, free, beginner-friendly programming environment where you connect blocks of code to build programs. While most famously used to introduce kids to programming, Scratch can make computer science approachable for people of any age. Rather than type countless lines of code in a cryptic programming language, why not use colorful command blocks and cartoon sprites to create powerful scripts? In Learn to Program with Scratch, author Majed Marji uses Scratch to explain the concepts essential to solving real-world programming problems. The labeled, color-coded blocks plainly show each logical step in a given script, and with a single click, you can even test any part of your script to check your logic. You'll learn how to: –Harness the power of repeat loops and recursion –Use if/else statements and logical operators to make decisions –Store data in variables and lists to use later in your program –Read, store, and manipulate user input –Implement key computer science algorithms like a linear search and bubble sort Hands-on projects will challenge you to create an Ohm's law simulator, draw intricate patterns, program sprites to mimic line-following robots, create arcade-style games, and more! Each chapter is packed with detailed explanations, annotated illustrations, guided examples, lots of color, and plenty of exercises to help the lessons stick. Learn to Program with Scratch is the perfect place to start your computer science journey, painlessly. Uses Scratch 2

Download or read book Python Para Todos written by and published by Independently Published. This book was released on 2020-04-03 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Python para Todos está diseñado para introducir a los estudiantes en la programación y el desarrollo de software a través de un enfoque en la exploración de datos. Puedes pensar en Python como una herramienta para resolver problemas que están más allá de las capacidades de una simple hoja de cálculo.Python es un lenguaje de programación fácil de usar y sencillo de aprender, disponible de forma gratuita para equipos Macintosh, Windows, o Linux. Una vez que aprendes Python, puedes utilizarlo el resto de tu carrera sin necesidad de comprar ningún software.Existen copias electrónicas gratuitas de este libro en varios formatos, así como material de soporte para el libro, que pues encontrar en es.py4e.com. Los materiales del curso están disponibles bajo una Licencia Creative Commons, de modo que puedes adaptarlos para enseñar tu propio curso de Python.

Download or read book Getting Started with Raspberry Pi written by Matt Richardson and published by "O'Reilly Media, Inc.". This book was released on 2012-12-10 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: What can you do with the Raspberry Pi, a $35 computer the size of a credit card? All sorts of things! If you’re learning how to program, or looking to build new electronic projects, this hands-on guide will show you just how valuable this flexible little platform can be. This book takes you step-by-step through many fun and educational possibilities. Take advantage of several preloaded programming languages. Use the Raspberry Pi with Arduino. Create Internet-connected projects. Play with multimedia. With Raspberry Pi, you can do all of this and more. Get acquainted with hardware features on the Pi’s board Learn enough Linux to move around the operating system Pick up the basics of Python and Scratch—and start programming Draw graphics, play sounds, and handle mouse events with the Pygame framework Use the Pi’s input and output pins to do some hardware hacking Discover how Arduino and the Raspberry Pi complement each other Integrate USB webcams and other peripherals into your projects Create your own Pi-based web server with Python

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

Download or read book Learn SQL in a Weekend written by Antonio Padial Solier and published by Independently Published. This book was released on 2021-01-11 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: The best-seller finally in EnglishWithout prior knowledge. Learn to manage and query databases quickly and easily.Are you developing a webpage and you want to use MySQL to store information? Are you studying and you are stuck on the database management subject? Do you want to learn SQL to improve your curriculum or change your career? Or simply, do you have curiosity to learn this language and its possibilities? To all of you, welcome. You have found the appropriate book. Over 100 examples, numerous exercises, and additional subjects to learn the necessary to use SQL in your projects. Table of Contents PREFACE CHAPTER 1.1 - INTRODUCTION CHAPTER 1.2 - WHAT IS A RELATIONAL DATABASE? CHAPTER 1.3 - PREPARING THE ENVIRONMENT CHAPTER 1.4 - WHAT CAN I STORE IN A DATABASE? CHAPTER 1.5 - YOUR FIRST DATABASE CHAPTER 1.6 - CREATING TABLES CHAPTER 1.7 - STORE AND QUERY DATA CHAPTER 1.8 - FIRST DAY SUMMARY CHAPTER 2.1 - SQL LANGUAGE CHAPTER 2.2 - CREATE, ALTER AND DROP TABLE CHAPTER 2.3 - INSERT INTO CHAPTER 2.4 - USAGE OF PRIMARY KEY CHAPTER 2.5 - BASIC SELECT CHAPTER 2.6 - SELECT + WHERE CHAPTER 2.7 - JOIN CHAPTER 2.8 - UNION AND EXCEPT CHAPTER 2.9 - UPDATE AND DELETE CHAPTER 2.10 - SECOND DAY SUMMARY CHAPTER 3.1 - FUNCTIONS CHAPTER 3.2 - GROUP BY CHAPTER 3.3 - SUBQUERIES CHAPTER 3.4 - VIEWS CHAPTER 3.5 - OUTER JOIN CHAPTER 3.6 - OPERATIONS WITH DATETIME CHAPTER 3.7 - FINAL PROJECT

Download or read book Beginning Django written by Daniel Rubio and published by Apress. This book was released on 2017-10-27 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the Django web application framework and get started building Python-based web applications. This book takes you from the basics of Django all the way through to cutting-edge topics such as creating RESTful applications. Beginning Django also covers ancillary, but essential, development topics, including configuration settings, static resource management, logging, debugging, and email. Along with material on data access with SQL queries, you’ll have all you need to get up and running with Django 1.11 LTS, which is compatible with Python 2 and Python 3. Once you’ve built your web application, you’ll need to be the admin, so the next part of the book covers how to enforce permission management with users and groups. This technique allows you to restrict access to URLs and content, giving you total control of your data. In addition, you’ll work with and customize the Django admin site, which provides access to a Django project’s data. After reading and using this book, you’ll be able to build a Django application top to bottom and be ready to move on to more advanced or complex Django application development. What You'll Learn Get started with the Django framework Use Django views, class-based views, URLs, middleware, forms, templates, and Jinja templates Take advantage of Django models, including model relationships, migrations, queries, and forms Leverage the Django admin site to get access to the database used by a Django project Deploy Django REST services to serve as the data backbone for mobile, IoT, and SaaS systems Who This Book Is For Python developers new to the Django web application development framework and web developers new to Python and Django.

Download or read book Teaching Tech Together written by Greg Wilson and published by CRC Press. This book was released on 2019-10-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hundreds of grassroots groups have sprung up around the world to teach programming, web design, robotics, and other skills outside traditional classrooms. These groups exist so that people don't have to learn these things on their own, but ironically, their founders and instructors are often teaching themselves how to teach. There's a better way. This book presents evidence-based practices that will help you create and deliver lessons that work and build a teaching community around them. Topics include the differences between different kinds of learners, diagnosing and correcting misunderstandings, teaching as a performance art, what motivates and demotivates adult learners, how to be a good ally, fostering a healthy community, getting the word out, and building alliances with like-minded groups. The book includes over a hundred exercises that can be done individually or in groups, over 350 references, and a glossary to help you navigate educational jargon.

Download or read book Artificial Intelligence with Python written by Prateek Joshi and published by Packt Publishing Ltd. This book was released on 2017-01-27 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you About This Book Step into the amazing world of intelligent apps using this comprehensive guide Enter the world of Artificial Intelligence, explore it, and create your own applications Work through simple yet insightful examples that will get you up and running with Artificial Intelligence in no time Who This Book Is For This book is for Python developers who want to build real-world Artificial Intelligence applications. This book is friendly to Python beginners, but being familiar with Python would be useful to play around with the code. It will also be useful for experienced Python programmers who are looking to use Artificial Intelligence techniques in their existing technology stacks. What You Will Learn Realize different classification and regression techniques Understand the concept of clustering and how to use it to automatically segment data See how to build an intelligent recommender system Understand logic programming and how to use it Build automatic speech recognition systems Understand the basics of heuristic search and genetic programming Develop games using Artificial Intelligence Learn how reinforcement learning works Discover how to build intelligent applications centered on images, text, and time series data See how to use deep learning algorithms and build applications based on it In Detail Artificial Intelligence is becoming increasingly relevant in the modern world where everything is driven by technology and data. It is used extensively across many fields such as search engines, image recognition, robotics, finance, and so on. We will explore various real-world scenarios in this book and you'll learn about various algorithms that can be used to build Artificial Intelligence applications. During the course of this book, you will find out how to make informed decisions about what algorithms to use in a given context. Starting from the basics of Artificial Intelligence, you will learn how to develop various building blocks using different data mining techniques. You will see how to implement different algorithms to get the best possible results, and will understand how to apply them to real-world scenarios. If you want to add an intelligence layer to any application that's based on images, text, stock market, or some other form of data, this exciting book on Artificial Intelligence will definitely be your guide! Style and approach This highly practical book will show you how to implement Artificial Intelligence. The book provides multiple examples enabling you to create smart applications to meet the needs of your organization. In every chapter, we explain an algorithm, implement it, and then build a smart application.

Download or read book Python Programming for Beginners written by Amz Publishing and published by . This book was released on 2021-07-13 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The history of Python kicked off when Guido van Rossum, the founder of Python, started working on it in the late 1980s. Python is the successor of the ABC programming language. The first Python version was released back in 1991 and has only grown exponentially since then. It now has a vast community that releases the latest updates regularly. Guido van Rossum is also known as the "Benevolent Dictator for Life". This title was given to him by the Python community to honor him for his long-term commitment and dedication to the project and for being the project leader for such a long period. Python is a high-level interpreted programming language that is used throughout the world for general-purpose programming. It is an open-source programming language licensed by both the Free Software Foundation (FSF) and Open-Source Initiative (OSI). Like some other programming languages, its source code is also available under the GNU General Public License (GPL). Python 2.x, being the legacy version, was used earlier across the globe. It stopped receiving newer features and security updates after Python 2.7, so people migrated to Python version 3.x. Throughout this book, we will be focusing more on the Python 3.x version, which is the latest and is currently in active development. Before we proceed further, I would like to inform you all that the purpose of writing this book is to make your understanding of Python clearer by explaining technical terms in layman's language with the help of code snippets and practical examples. I also wanted to make sure that the reader does not feel bored while reading the book, so I'll be adding some attractive code snippets that are appealing to the eyes.

Download or read book Genetic Algorithms with Python written by Clinton Sheppard and published by . This book was released on 2018-02-11 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get a hands-on introduction to machine learning with genetic algorithms using Python. Genetic algorithms are one of the tools you can use to apply machine learning to finding good, sometimes even optimal, solutions to problems that have billions of potential solutions. This book gives you experience making genetic algorithms work for you, using easy-to-follow example projects that you can fall back upon when learning to use other machine learning tools and techniques. The step-by-step tutorials build your skills from Hello World! to optimizing one genetic algorithm with another, and finally genetic programming; thus preparing you to apply genetic algorithms to problems in your own field of expertise. Python is a high-level, low ceremony and powerful language whose code can be easily understood even by entry-level programmers. If you have experience with another programming language then you should have no difficulty learning Python by induction. Souce code: https: //github.com/handcraftsman/GeneticAlgorithmsWithPython

Download or read book Getting Started with Natural Language Processing written by Ekaterina Kochmar and published by Simon and Schuster. This book was released on 2022-11-15 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human. In Getting Started with Natural Language Processing you’ll learn about: Fundamental concepts and algorithms of NLP Useful Python libraries for NLP Building a search algorithm Extracting information from raw text Predicting sentiment of an input text Author profiling Topic labeling Named entity recognition Getting Started with Natural Language Processing is an enjoyable and understandable guide that helps you engineer your first NLP algorithms. Your tutor is Dr. Ekaterina Kochmar, lecturer at the University of Bath, who has helped thousands of students take their first steps with NLP. Full of Python code and hands-on projects, each chapter provides a concrete example with practical techniques that you can put into practice right away. If you’re a beginner to NLP and want to upgrade your applications with functions and features like information extraction, user profiling, and automatic topic labeling, this is the book for you. About the technology From smart speakers to customer service chatbots, apps that understand text and speech are everywhere. Natural language processing, or NLP, is the key to this powerful form of human/computer interaction. And a new generation of tools and techniques make it easier than ever to get started with NLP! About the book Getting Started with Natural Language Processing teaches you how to upgrade user-facing applications with text and speech-based features. From the accessible explanations and hands-on examples in this book you’ll learn how to apply NLP to sentiment analysis, user profiling, and much more. As you go, each new project builds on what you’ve previously learned, introducing new concepts and skills. Handy diagrams and intuitive Python code samples make it easy to get started—even if you have no background in machine learning! What's inside Fundamental concepts and algorithms of NLP Extracting information from raw text Useful Python libraries Topic labeling Building a search algorithm About the reader You’ll need basic Python skills. No experience with NLP required. About the author Ekaterina Kochmar is a lecturer at the Department of Computer Science of the University of Bath, where she is part of the AI research group. Table of Contents 1 Introduction 2 Your first NLP example 3 Introduction to information search 4 Information extraction 5 Author profiling as a machine-learning task 6 Linguistic feature engineering for author profiling 7 Your first sentiment analyzer using sentiment lexicons 8 Sentiment analysis with a data-driven approach 9 Topic analysis 10 Topic modeling 11 Named-entity recognition

Download or read book Beyond the Basic Stuff with Python written by Al Sweigart and published by No Starch Press. This book was released on 2020-12-16 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: Coding style, and how to use Python's Black auto-formatting tool for cleaner code Common sources of bugs, and how to detect them with static analyzers How to structure the files in your code projects with the Cookiecutter template tool Functional programming techniques like lambda and higher-order functions How to profile the speed of your code with Python's built-in timeit and cProfile modules The computer science behind Big-O algorithm analysis How to make your comments and docstrings informative, and how often to write them How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer, as you learn to write readable code that's easy to debug and perfectly Pythonic Requirements: Covers Python 3.6 and higher

Download or read book CPython Internals written by Anthony Shaw and published by . This book was released on 2021-05-05 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get your guided tour through the Python 3.9 interpreter: Unlock the inner workings of the Python language, compile the Python interpreter from source code, and participate in the development of CPython. Are there certain parts of Python that just seem like magic? This book explains the concepts, ideas, and technicalities of the Python interpreter in an approachable and hands-on fashion. Once you see how Python works at the interpreter level, you can optimize your applications and fully leverage the power of Python. By the End of the Book You'll Be Able To: Read and navigate the CPython 3.9 interpreter source code. You'll deeply comprehend and appreciate the inner workings of concepts like lists, dictionaries, and generators. Make changes to the Python syntax and compile your own version of CPython, from scratch. You'll customize the Python core data types with new functionality and run CPython's automated test suite. Master Python's memory management capabilities and scale your Python code with parallelism and concurrency. Debug C and Python code like a true professional. Profile and benchmark the performance of your Python code and the runtime. Participate in the development of CPython and know how to contribute to future versions of the Python interpreter and standard library. How great would it feel to give back to the community as a "Python Core Developer?" With this book you'll cover the critical concepts behind the internals of CPython and how they work with visual explanations as you go along. Each page in the book has been carefully laid out with beautiful typography, syntax highlighting for code examples. What Python Developers Say About The Book: "It's the book that I wish existed years ago when I started my Python journey. [...] After reading this book your skills will grow and you will be able solve even more complex problems that can improve our world." - Carol Willing, CPython Core Developer & Member of the CPython Steering Council "CPython Internals is a great (and unique) resource for anybody looking to take their knowledge of Python to a deeper level." - Dan Bader, Author of Python Tricks "There are a ton of books on Python which teach the language, but I haven't really come across anything that would go about explaining the internals to those curious minded." - Milan Patel, Vice President at (a major investment bank)