Python Simplified
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Python Simplified
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Author : Alisa Turing
language : en
Publisher: Publifye AS
Release Date : 2025-01-13
Python Simplified written by Alisa Turing and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-13 with Computers categories.
""Python Simplified"" offers a practical, hands-on approach to learning one of the world's most popular programming languages, focusing on bridging the crucial gap between theoretical knowledge and real-world application. Through a carefully structured progression, the book transforms abstract programming concepts into tangible skills by combining fundamental principles with immediate practical implementation. The book's unique three-part structure begins with Python fundamentals, covering essential elements like data types and control structures, before moving into practical application development including web development and data analysis projects. The final section delves into advanced topics such as object-oriented programming and deployment strategies, ensuring a comprehensive learning journey. What sets this guide apart is its project-based learning methodology, where readers apply concepts directly to real-world scenarios drawn from actual business cases and open-source projects. Designed for both beginners and intermediate programmers, the book requires only basic computer literacy to start. It emphasizes learning through doing, incorporating extensive code samples and practical exercises that build toward creating functional applications. By connecting Python programming with contemporary fields like data science and artificial intelligence, readers gain valuable insights into the language's versatility and its critical role in modern technology, making it an invaluable resource for aspiring developers and career-changers alike.
Python Programming Simplified
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Author : VIkas Thada
language : en
Publisher: RSYN RESEARCH LLP
Release Date : 2024-08-30
Python Programming Simplified written by VIkas Thada and has been published by RSYN RESEARCH LLP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-30 with Computers categories.
Python Programming Simplified: An Absolute Beginner’s Guide by Dr. Vikas Thada, Professor & Head (CSE), Amity University Madhya Pradesh Welcome to "Python Programming Simplified: An Absolute Beginner’s Guide," a meticulously crafted resource designed for those embarking on their Python programming journey. Authored by Dr. Vikas Thada, a seasoned educator and head of the Computer Science and Engineering department at Amity University Madhya Pradesh, this book offers a clear and comprehensive introduction to the world of Python programming. About the Book: "Python Programming Simplified" is structured to provide a gradual and thorough understanding of Python, making it accessible for readers with no prior programming experience. With 14 well-organized chapters, this guide covers everything from the basics of Python to more advanced concepts, ensuring that beginners can grasp the fundamentals before moving on to more complex topics. Key Features: Beginner-Friendly Approach: The book starts with the basics, including Python’s features, installation, and the essentials of writing your first script. Each chapter is designed to build on the previous one, allowing for a smooth learning curve. Detailed Explanations: Dr. Thada breaks down Python's core concepts into digestible segments. Topics such as data types, operators, loops, functions, and modules are explained with clarity and practical examples. Hands-On Practice: Each chapter includes practical examples and scripting exercises, encouraging readers to apply what they've learned and gain hands-on experience. Comprehensive Coverage: The book spans a wide range of topics including decision-making, looping, string handling, list and dictionary operations, tuples, classes, inheritance, exception handling, and file management. Illustrative Examples: The inclusion of numerous examples and exercises helps reinforce concepts and provides practical experience in solving real-world problems. Additional Resources: While focusing on fundamental topics, the book also hints at advanced concepts that will be explored in future editions, encouraging ongoing learning and curiosity. Preface Highlights: In the preface, Dr. Thada expresses gratitude to those who supported him throughout the writing process, including his family, colleagues, and students. The dedication to providing a practical and valuable resource is evident, as is the author's commitment to continuous improvement and responsiveness to reader feedback. Table of Contents: Starting With Python: Overview, installation, and basics of Python scripting. Operators & Expressions: In-depth look at operators, expressions, and their usage. Decision Making: Conditional statements and decision-making processes in Python. Looping: Understanding loops, including while and for loops. Functions: Creating and using functions, including advanced concepts like recursion and lambda functions. Strings: Comprehensive guide to string handling and manipulation. List: Detailed exploration of lists, including operations, methods, and list comprehension. Dictionary: Working with dictionaries, including creation, modification, and comprehension. Tuple: Understanding tuples, their operations, and practical uses. Modules in Python: Introduction to modules, their use, and import mechanisms. Classes & Objects: Basics of object-oriented programming with Python classes and objects. Inheritance: Exploring inheritance, including various types and advanced concepts. Exception Handling: Handling errors and exceptions in Python effectively. File Handling: Techniques for file operations, including reading, writing, and working with binary files. Publication Details: Edition: 1 (July 2024) Publisher: RSYN Research LLP, Indore, India ISBN: [To be assigned] Contact: [email protected] This book is a valuable resource for anyone looking to start their programming journey with Python, offering a balanced blend of theory and practice. Whether you are a student, a professional, or simply a curious learner, "Python Programming Simplified" provides the foundation you need to become proficient in Python programming.
Python Simplified A College Curriculum Companion
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Author : Mr. Aditya Tandon
language : en
Publisher: Chyren Publication
Release Date : 2025-07-22
Python Simplified A College Curriculum Companion written by Mr. Aditya Tandon and has been published by Chyren Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-22 with Antiques & Collectibles categories.
Python Simplified With Generative Ai
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Author : Duc T. Haba
language : en
Publisher: BPB Publications
Release Date : 2025-04-25
Python Simplified With Generative Ai written by Duc T. Haba and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Computers categories.
DESCRIPTION GenAI and Python are changing how we use technology, making it essential to understand both to stay innovative and work efficiently. GenAI significantly impacts learning Python by generating personalized code snippets, accelerating the learning process. This book bridges the gap between traditional education and the practical challenges students encounter today. It combines hands-on learning with modern GenAI tools like GPT-4 and Copilot. The book begins with fundamental GenAI concepts, including GPT-4 and Gemini, and mastering prompt engineering for optimal GenAI interaction. Instead of starting with technical details like algorithms and syntax, it introduces coding through interactive, practical Python Jupyter Notebooks and Google Colab projects. Readers will learn Python code with a calculator application, explore fundamental sorting algorithms, and manipulate data using Pandas. The book then explores advanced ML through CNN image classification with Fast.ai, and deploying AI models as web applications using Hugging Face and Gradio. It also addresses critical ethical considerations in AI, focusing on fairness and bias, and provides career guidance for modern programmers. Moreover, this book takes a fresh approach to learning by prioritizing exploration and creativity, much like the way Gen Z engage with games, apps, and hands-on activities. By the end of this book, you will be equipped with the practical skills and ethical understanding to confidently apply Python and GenAI in diverse projects, helping you navigate the evolving landscape of AI-driven development. WHAT YOU WILL LEARN ● Write and debug Python code through hands-on projects. ● Learn GenAI setup, and effective prompt engineering. ● Step-by-step Python projects using Jupyter Notebooks and GenAI. ● Deploy AI models as interactive web applications using Hugging Face and Gradio frameworks. ● Leverage GenAI tools like GPT-4 and Copilot. ● Understand AI bias and use it responsibly for positive impact. WHO THIS BOOK IS FOR This book is for professionals interested in learning Python and using GenAI tools like GPT-4 in practical applications. It is for aspiring programmers, students, and data analysts seeking practical Python and GenAI skills. TABLE OF CONTENTS 1. Introduction to GenAI 2. Jupyter Notebook 3. Dissect The Calculator App 4. Sorting on My Mind 5. Pandas, the Data Tamer 6. Decipher CNN App 7. Gradio and Hugging Face Deployment 8. Fairness and Bias 9. Your Turn to Be a Code Walker
Python Functional Programming Simplified A Practical Guide With Examples
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Author : William E. Clark
language : en
Publisher: Walzone Press
Release Date : 2025-03-29
Python Functional Programming Simplified A Practical Guide With Examples written by William E. Clark and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-29 with Computers categories.
Python Functional Programming Simplified: A Practical Guide with Examples provides a comprehensive overview of functional programming concepts as applied in the Python programming language. This book systematically introduces essential principles such as first-class functions, immutability, and recursion, and presents these ideas in a clear and precise manner. It builds a solid foundation for programmers seeking to leverage functional techniques to produce reliable and maintainable code. The book is organized into coherent chapters that progressively develop the reader’s understanding from fundamental concepts to more advanced techniques. Detailed examples and step-by-step explanations are used to illustrate built-in functions like lambda expressions, map, filter, and reduce, as well as advanced methods including decorators and currying. Each section is designed to demonstrate practical applications, ensuring that theoretical concepts are consistently reinforced with demonstrative Python code. Targeting both budding programmers and experienced developers interested in modern programming paradigms, this guide emphasizes hands-on learning and practical problem solving. The material is presented in a straightforward and professional tone, enabling readers to develop effective strategies for integrating functional programming practices into their projects. By focusing on clear technical explanations and real-world examples, the book equips readers with the tools needed to write concise, scalable, and robust Python code.
Dead Simple Python
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Author : Jason C McDonald
language : en
Publisher: No Starch Press
Release Date : 2022-11-22
Dead Simple Python written by Jason C McDonald and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-22 with Computers categories.
The complete core language for existing programmers. Dead Simple Python is a thorough introduction to every feature of the Python language for programmers who are impatient to write production code. Instead of revisiting elementary computer science topics, you’ll dive deep into idiomatic Python patterns so you can write professional Python programs in no time. After speeding through Python’s basic syntax and setting up a complete programming environment, you’ll learn to work with Python’s dynamic data typing, its support for both functional and object-oriented programming techniques, special features like generator expressions, and advanced topics like concurrency. You’ll also learn how to package, distribute, debug, and test your Python project. Master how to: Make Python's dynamic typing work for you to produce cleaner, more adaptive code. Harness advanced iteration techniques to structure and process your data. Design classes and functions that work without unwanted surprises or arbitrary constraints. Use multiple inheritance and introspection to write classes that work intuitively. Improve your code's responsiveness and performance with asynchrony, concurrency, and parallelism. Structure your Python project for production-grade testing and distribution The most pedantically pythonic primer ever printed, Dead Simple Python will take you from working with the absolute basics to coding applications worthy of publication.
Python Data Structures Explained A Practical Guide With Examples
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Author : William E. Clark
language : en
Publisher: Walzone Press
Release Date : 2025-03-26
Python Data Structures Explained A Practical Guide With Examples written by William E. Clark and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Computers categories.
This book offers a comprehensive guide to understanding and effectively utilizing data structures and algorithmic strategies in Python. It systematically presents each data structure, from basic arrays and lists to more complex entities like trees and graphs, ensuring that readers build a solid foundation in both theory and practical implementation. The content is designed to be accessible to beginners while still providing depth and insights that are valuable for experienced programmers. The text explains core concepts with clear, precise language, emphasizing the importance of choosing the right data structure for efficient problem solving. Detailed explanations of operations, performance considerations, and practical coding techniques provide readers with the tools they need to implement reliable and efficient solutions. The inclusion of debugging and optimization practices further supports the development of professional programming skills. Through a structured progression across multiple chapters, the book delivers a focused and advanced exploration of Python's capabilities in data organization and algorithmic efficiency. Readers will gain practical knowledge by engaging with clear examples, code snippets, and execution outputs that demonstrate the application of each concept. The guide is a valuable resource for anyone aiming to deepen their understanding of Python and its ecosystem of data structures and algorithms.
Modeling Neural Circuits Made Simple With Python
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Author : Robert Rosenbaum
language : en
Publisher: MIT Press
Release Date : 2024-03-19
Modeling Neural Circuits Made Simple With Python written by Robert Rosenbaum and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-19 with Science categories.
An accessible undergraduate textbook in computational neuroscience that provides an introduction to the mathematical and computational modeling of neurons and networks of neurons. Understanding the brain is a major frontier of modern science. Given the complexity of neural circuits, advancing that understanding requires mathematical and computational approaches. This accessible undergraduate textbook in computational neuroscience provides an introduction to the mathematical and computational modeling of neurons and networks of neurons. Starting with the biophysics of single neurons, Robert Rosenbaum incrementally builds to explanations of neural coding, learning, and the relationship between biological and artificial neural networks. Examples with real neural data demonstrate how computational models can be used to understand phenomena observed in neural recordings. Based on years of classroom experience, the material has been carefully streamlined to provide all the content needed to build a foundation for modeling neural circuits in a one-semester course. Proven in the classroom Example-rich, student-friendly approach Includes Python code and a mathematical appendix reviewing the requisite background in calculus, linear algebra, and probability Ideal for engineering, science, and mathematics majors and for self-study
Alphago Simplified
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Author : Mark Liu
language : en
Publisher: CRC Press
Release Date : 2024-08-27
Alphago Simplified written by Mark Liu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Computers categories.
May 11, 1997, was a watershed moment in the history of artificial intelligence (AI): the IBM supercomputer chess engine, Deep Blue, beat the world Chess champion, Garry Kasparov. It was the first time a machine had triumphed over a human player in a Chess tournament. Fast forward 19 years to May 9, 2016, DeepMind’s AlphaGo beat the world Go champion Lee Sedol. AI again stole the spotlight and generated a media frenzy. This time, a new type of AI algorithm, namely machine learning (ML) was the driving force behind the game strategies. What exactly is ML? How is it related to AI? Why is deep learning (DL) so popular these days? This book explains how traditional rule-based AI and ML work and how they can be implemented in everyday games such as Last Coin Standing, Tic Tac Toe, or Connect Four. Game rules in these three games are easy to implement. As a result, readers will learn rule-based AI, deep reinforcement learning, and more importantly, how to combine the two to create powerful game strategies (the whole is indeed greater than the sum of its parts) without getting bogged down in complicated game rules. Implementing rule-based AI and ML in these straightforward games is quick and not computationally intensive. Consequently, game strategies can be trained in mere minutes or hours without requiring GPU training or supercomputing facilities, showcasing AI's ability to achieve superhuman performance in these games. More importantly, readers will gain a thorough understanding of the principles behind rule-based AI, such as the MiniMax algorithm, alpha-beta pruning, and Monte Carlo Tree Search (MCTS), and how to integrate them with cutting-edge ML techniques like convolutional neural networks and deep reinforcement learning to apply them in their own business fields and tackle real-world challenges. Written with clarity from the ground up, this book appeals to both general readers and industry professionals who seek to learn about rule-based AI and deep reinforcement learning, as well as students and educators in computer science and programming courses.
Python Essentials
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Author : Steven F. Lott
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-06-30
Python Essentials written by Steven F. Lott 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 2015-06-30 with Computers categories.
Python Essentials provides a vital tour of the most critical features of Python. Starting with setup and installation, you will soon dive into exploring built-in-library types, Python's rich collection of operators and built-in functions, variables, assignment and scoping rules. From this foundation, you will explore functions, a crucial aspect of any programming language, including considerable sophistication in defining parameters to a function and providing argument values. Explore advanced functional programming using generator expressions, comprehensions, and generator functions. Handle file input and output using web services and context managers, exception handling and explore wider, popular frameworks. Through this concise and practical guide, you will explore all you need to know to leverage this powerful, and industry-standard, programming language.