A Hands On Introduction To Essential Python Libraries And Frameworks With Code Samples
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A Hands On Introduction To Essential Python Libraries And Frameworks With Code Samples
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Author : Murat Durmus
language : en
Publisher: Murat Durmus
Release Date : 2023-03-02
A Hands On Introduction To Essential Python Libraries And Frameworks With Code Samples written by Murat Durmus and has been published by Murat Durmus this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-02 with Computers categories.
Essential Python libraries and frameworks that every aspiring data scientist, ML engineer, and Python developer should know. "Python is not just a language, it's a community where developers can learn, collaborate and create wonders." ~ Guido van Rossum (Creator of Python)
Fluent Python
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Author : Luciano Ramalho
language : en
Publisher: O'Reilly Media
Release Date : 2015
Fluent Python written by Luciano Ramalho and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Computers categories.
Explains how to write idiomatic, effective Python code by leveraging its best features. Python's simplicity quickly lets you become productive with it, but this often means you aren't using everything the language has to offer. By taking you through Python's key language features and libraries, this practical book shows you how to make your code shorter, faster, and more readable all at the same time. --From publisher description.
Acm Sigplan Notices
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Author :
language : en
Publisher:
Release Date : 2000-04
Acm Sigplan Notices written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-04 with Programming languages (Electronic computers) categories.
Exploring The Python Library Ecosystem
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Author : Frahaan Hussain
language : en
Publisher:
Release Date : 2023-11-09
Exploring The Python Library Ecosystem written by Frahaan Hussain and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-09 with categories.
"Exploring the Python Library Ecosystem: A Comprehensive Guide" is your essential companion on a journey through the rich and diverse world of Python libraries. Whether you're a beginner looking to harness the power of Python for the first time or an experienced developer seeking to expand your toolkit, this comprehensive guide offers valuable insights and hands-on knowledge to help you make the most of Python's extensive library ecosystem. Inside this book, you'll delve into the heart of Python development, uncovering a vast array of libraries and modules that can streamline your projects, boost productivity, and supercharge your code. From data science and web development to software engineering and beyond, Python libraries play a pivotal role in nearly every aspect of modern programming. Key highlights include: A curated selection of essential Python libraries for various programming domains. Practical examples and use cases to illustrate how each library can be applied. Hands-on tutorials to help you master the fundamentals of using Python libraries effectively. Tips and best practices for optimizing your development workflow. Guidance on selecting the right libraries for your specific projects. Expert insights into the Python library ecosystem's latest trends and updates. "Exploring the Python Library Ecosystem" empowers you to harness the full potential of Python by tapping into the wealth of resources available within its library ecosystem. Whether you're a data scientist, web developer, or software engineer, this book provides the knowledge and tools you need to excel in your Python programming endeavors.
Super Easy Python
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Author : James Hunter
language : en
Publisher: Independently Published
Release Date : 2024-11-20
Super Easy Python written by James Hunter and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Computers categories.
Unlock the secrets of Python programming with Super Easy Python, the perfect guide for beginners and intermediate programmers looking to build their skills step by step. Designed for anyone eager to learn Python, this book simplifies even the most complex concepts, making them accessible and practical for everyday use. Whether you're diving into programming for the first time or looking to expand your skillset, Super Easy Python provides a clear and structured path. Each chapter focuses on a specific topic-such as variables, functions, data structures, APIs, web development, and machine learning-allowing you to master Python concepts at your own pace. What You'll Discover: Python Basics: Learn how to set up Python, write your first program, and understand variables, loops, and functions. Data Structures Made Easy: Dive deep into lists, tuples, dictionaries, and more with hands-on examples. Practical Applications: Explore file handling, error handling, and working with APIs for real-world problem-solving. Advanced Topics: Uncover the power of object-oriented programming, web development, and automation. Machine Learning Simplified: Get a beginner-friendly introduction to building machine learning models. Best Practices: Master clean code, debugging, and Python's rich ecosystem of libraries. Why This Book? Step-by-Step Learning: Each chapter breaks down one concept, helping you build a strong foundation without feeling overwhelmed. Hands-On Approach: Real-world examples and exercises ensure you apply what you learn immediately. All Skill Levels Welcome: Perfect for complete beginners and those looking to refine their Python knowledge. Comprehensive Coverage: From basic syntax to advanced machine learning, this book has you covered. With Super Easy Python, you'll not only learn how to code but also understand how Python works under the hood, giving you the confidence to tackle any project. Whether you're aiming to automate tasks, analyze data, or create web applications, this book will empower you to achieve your goals with Python. For Those Interested in: Python programming, Python for beginners, learn Python step by step, Python programming for beginners, Python basics, Python book for beginners, Python essentials, Python coding guide, Python programming book, best Python book, Python for data analysis, Python automation, Python web development, Python for machine learning, Python concepts explained, Python for students, Python programming tutorial, Python programming for kids, Python data structures, Python functions guide, Python object-oriented programming, Python for real-world applications, Python best practices, Python debugging tips, Python scripting, Python APIs, Python libraries, Python for coding beginners, how to learn Python fast, Python programming simplified, Python coding made easy.
Practical Machine Learning With Python
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Author : Dipanjan Sarkar
language : en
Publisher: Apress
Release Date : 2017-12-20
Practical Machine Learning With Python written by Dipanjan Sarkar and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-20 with Computers categories.
Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully. Practical Machine Learning with Python follows a structured and comprehensive three-tiered approach packed with hands-on examples and code. Part 1 focuses on understanding machine learning concepts and tools. This includes machine learning basics with a broad overview of algorithms, techniques, concepts and applications, followed by a tour of the entire Python machine learning ecosystem. Brief guides for useful machine learning tools, libraries andframeworks are also covered. Part 2 details standard machine learning pipelines, with an emphasis on data processing analysis, feature engineering, and modeling. You will learn how to process, wrangle, summarize and visualize data in its various forms. Feature engineering and selection methodologies will be covered in detail with real-world datasets followed by model building, tuning, interpretation and deployment. Part 3 explores multiple real-world case studies spanning diverse domains and industries like retail, transportation, movies, music, marketing, computer vision and finance. For each case study, you will learn the application of various machine learning techniques and methods. The hands-on examples will help you become familiar with state-of-the-art machine learning tools and techniques and understand what algorithms are best suited for any problem. Practical Machine Learning with Python will empower you to start solving your own problems with machine learning today! What You'll Learn Execute end-to-end machine learning projects and systems Implement hands-on examples with industry standard, open source, robust machine learning tools and frameworks Review case studies depicting applications of machine learning and deep learning on diverse domains and industries Apply a wide range of machine learning models including regression, classification, and clustering. Understand and apply the latest models and methodologies from deep learning including CNNs, RNNs, LSTMs and transfer learning. Who This Book Is For IT professionals, analysts, developers, data scientists, engineers, graduate students
Python Crash Course 3rd Edition
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Author : Eric Matthes
language : en
Publisher: No Starch Press
Release Date : 2023-01-10
Python Crash Course 3rd Edition written by Eric Matthes 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 2023-01-10 with Computers categories.
Python Crash Course is the world’s bestselling programming book, with over 1,500,000 copies sold to date! Python Crash Course is the world’s best-selling guide to the Python programming language. This fast-paced, thorough introduction will have you writing programs, solving problems, and developing functioning applications in no time. You’ll start by learning basic programming concepts, such as variables, lists, classes, and loops, and practice writing clean code with exercises for each topic. You’ll also learn how to make your programs interactive and test your code safely before adding it to a project. You’ll put your new knowledge into practice by creating a Space Invaders–inspired arcade game, building a set of data visualizations with Python’s handy libraries, and deploying a simple application online. As you work through the book, you’ll learn how to: Use powerful Python libraries and tools, including pytest, Pygame, Matplotlib, Plotly, and Django Make increasingly complex 2D games that respond to keypresses and mouse clicks Generate interactive data visualizations using a variety of datasets Build apps that allow users to create accounts and manage their own data, and deploy your apps online Troubleshoot coding errors and solve common programming problems New to this edition: This third edition is completely revised to reflect the latest in Python code. New and updated coverage includes VS Code for text editing, the pathlib module for file handling, pytest for testing your code, as well as the latest features of Matplotlib, Plotly, and Django. If you’ve been thinking about digging into programming, Python Crash Course will provide you with the skills to write real programs fast. Why wait any longer? Start your engines and code! Covers Python 3.x
Python Unleashed
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Author : James Livingston
language : en
Publisher:
Release Date : 2024-04-25
Python Unleashed written by James Livingston and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-25 with Computers categories.
"Python Unleashed: Mastering the Art of Efficient Coding" is your ultimate guide to unlocking the full potential of Python programming. Whether you're a novice just starting your coding journey or an experienced developer looking to hone your Python skills, this book offers a comprehensive and structured approach to mastering the language. With clear explanations and practical examples, "Python Unleashed" ensures that readers of all levels can grasp and apply Python's fundamental concepts effectively. The focus on efficiency sets this book apart, teaching you not only how to write Python code but also how to write it efficiently. You'll learn optimization techniques, best practices, and the art of crafting clean and elegant code. This book goes beyond syntax and delves into real-world applications, introducing you to essential Python libraries and frameworks like NumPy, pandas, and Django. Whether you're interested in data science, web development, or automation, "Python Unleashed" equips you with the skills and knowledge to excel in these domains. Moreover, "Python Unleashed" emphasizes the importance of good coding practices and software design, ensuring that you not only write code that works but also maintainable and collaborative code. Don't miss your chance to master the art of efficient coding with Python. "Python Unleashed" is your roadmap to becoming a skilled and proficient Python developer.
Beginners Essential Python Programming
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Author : GIFT. REYNOLD
language : en
Publisher: Independently Published
Release Date : 2025-02-26
Beginners Essential Python Programming written by GIFT. REYNOLD and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-26 with Computers categories.
Book Title: Mastering Python: From Basics to Real-World Applications Book Description: Embark on a comprehensive journey through the versatile world of Python programming with "Mastering Python: From Basics to Real-World Applications." This definitive guide is meticulously crafted to elevate beginners from foundational concepts to advanced applications, ensuring a solid understanding and the ability to leverage Python's capabilities in real-world scenarios. Why Choose This Book? Structured Learning Path: Start with Python basics including variables, data types, and flow control, before advancing to complex topics like object-oriented programming, web development, and data handling. Hands-On Approach: Engage with numerous examples, exercises, and project-based learning that contextualize theoretical knowledge in practical real-world scenarios. Comprehensive Coverage: From automating mundane tasks to scraping web data and creating interactive web applications, this book covers a broad spectrum of applications that are highly relevant in today's technological landscape. Future-Ready Skills: Delve into modern Python libraries and frameworks, prepare for data-driven industries with pandas and matplotlib, and unlock new potentials in web development and machine learning. What You Will Achieve: Profound Understanding: Gain a deep understanding of Python programming principles and practices that go beyond superficial coding skills. Problem Solving Prowess: Enhance your logical thinking and problem-solving skills through Python's intuitive design and capabilities. Project Experience: Build several Python projects that can serve as portfolio pieces to showcase your new coding skills in interviews or development projects. Community and Career Advancement: Learn how to contribute to Python open-source projects and connect with the global Python community for collaboration and continuous learning. Who Should Read This Book? Aspiring Programmers: Individuals looking to start a new career in programming will find this book an invaluable resource. Data Professionals: Analysts, researchers, and data scientists who want to leverage Python's extensive libraries for data analysis and machine learning. Students and Educators: A perfect resource for college or boot camp courses on Python programming. Hobbyists: Anyone with a curiosity about coding and developing applications for personal projects or just for fun. "Mastering Python: From Basics to Real-World Applications" is more than just a book; it is a comprehensive guide to becoming proficient in one of the most powerful programming languages in the tech industry today. Start your Python journey with confidence and become a skilled Python programmer who is ready to tackle the challenges of the future tech landscape! Unlock Your Coding Potential-Transform Your Ideas into Reality with Python!
Essential Python From Data Science To Automation
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Author : Marcel Souza
language : en
Publisher: GAVEA LAB
Release Date :
Essential Python From Data Science To Automation written by Marcel Souza and has been published by GAVEA LAB this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
Unlock the power of Python with "Essential Python: From Data Science to Automation." Whether you're a beginner or an experienced coder, this comprehensive guide is your gateway to the exciting world of Python. Dive into the world of data science and learn how to manipulate, analyze, and visualize data with Python. Discover the versatility of this language as you explore various libraries and tools essential for data-driven decision-making. Take your coding skills to the next level and embrace the world of automation. With Python, you can automate repetitive tasks, streamline workflows, and boost your productivity like never before. From web development to machine learning, Python is at the heart of cutting-edge technologies. Unravel the mysteries of this versatile language and gain the skills to tackle real-world challenges. With "Essential Python: From Data Science to Automation," you'll not only learn the fundamentals of Python but also dive into advanced topics that will make you a proficient Python developer. Don't miss this opportunity to master Python and tap into its immense potential. Get your hands on this book now and embark on a transformative journey in the world of programming. Your future as a skilled Python developer starts here!