Python Performance Tuning
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Mastering Performance Optimization In Python Unlock The Secrets Of Expert Level Skills
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Author : Larry Jones
language : en
Publisher: Walzone Press
Release Date : 2025-03-04
Mastering Performance Optimization In Python Unlock The Secrets Of Expert Level Skills written by Larry Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-04 with Computers categories.
Dive deep into the art and science of Python performance enhancement with "Mastering Performance Optimization in Python: Unlock the Secrets of Expert-Level Skills." This advanced guide transforms seasoned developers into Python performance experts by exploring sophisticated techniques that elevate coding prowess. From runtime environments and data handling to memory management and concurrency, this book provides the essential insights needed to navigate and conquer complex performance challenges. Each chapter meticulously breaks down intricate concepts, presenting clear, actionable strategies for real-world application. Discover how to leverage Python's built-in libraries, utilize asynchronous programming, and implement multithreading and multiprocessing for optimal efficiency. With a focus on profiling, benchmarking, and continuous monitoring, the book ensures that readers develop the skills to not only identify but also rectify performance bottlenecks, delivering applications that are both robust and scalable. "Mastering Performance Optimization in Python" is more than a technical manual—it's a key to unlocking efficiency. With practical examples and expert insights, this book empowers you to elevate your Python applications and redefine performance standards in your projects. Equip yourself with the tools and knowledge to push boundaries and achieve excellence in Python programming.
Python For Data Analysis
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Author : Dr.Vidya Santosh Dhamdhere
language : en
Publisher: RK Publication
Release Date : 2024-07-25
Python For Data Analysis written by Dr.Vidya Santosh Dhamdhere and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-25 with Computers categories.
Python for Data Analysis the essential tools and techniques for data manipulation, cleaning, and analysis in Python. It emphasizes the use of libraries like pandas, NumPy, and Matplotlib to efficiently handle and visualize data. Ideal for analysts and aspiring data scientists, the book provides practical insights, examples, and workflows for handling real-world datasets. Whether for beginners or experienced professionals, it delivers a solid foundation in Python's data analysis ecosystem.
Python Data Analysis
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Author : Armando Fandango
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-03-27
Python Data Analysis written by Armando Fandango 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 2017-03-27 with Computers categories.
Learn how to apply powerful data analysis techniques with popular open source Python modules About This Book Find, manipulate, and analyze your data using the Python 3.5 libraries Perform advanced, high-performance linear algebra and mathematical calculations with clean and efficient Python code An easy-to-follow guide with realistic examples that are frequently used in real-world data analysis projects. Who This Book Is For This book is for programmers, scientists, and engineers who have the knowledge of Python and know the basics of data science. It is for those who wish to learn different data analysis methods using Python 3.5 and its libraries. This book contains all the basic ingredients you need to become an expert data analyst. What You Will Learn Install open source Python modules such NumPy, SciPy, Pandas, stasmodels, scikit-learn,theano, keras, and tensorflow on various platforms Prepare and clean your data, and use it for exploratory analysis Manipulate your data with Pandas Retrieve and store your data from RDBMS, NoSQL, and distributed filesystems such as HDFS and HDF5 Visualize your data with open source libraries such as matplotlib, bokeh, and plotly Learn about various machine learning methods such as supervised, unsupervised, probabilistic, and Bayesian Understand signal processing and time series data analysis Get to grips with graph processing and social network analysis In Detail Data analysis techniques generate useful insights from small and large volumes of data. Python, with its strong set of libraries, has become a popular platform to conduct various data analysis and predictive modeling tasks. With this book, you will learn how to process and manipulate data with Python for complex analysis and modeling. We learn data manipulations such as aggregating, concatenating, appending, cleaning, and handling missing values, with NumPy and Pandas. The book covers how to store and retrieve data from various data sources such as SQL and NoSQL, CSV fies, and HDF5. We learn how to visualize data using visualization libraries, along with advanced topics such as signal processing, time series, textual data analysis, machine learning, and social media analysis. The book covers a plethora of Python modules, such as matplotlib, statsmodels, scikit-learn, and NLTK. It also covers using Python with external environments such as R, Fortran, C/C++, and Boost libraries. Style and approach The book takes a very comprehensive approach to enhance your understanding of data analysis. Sufficient real-world examples and use cases are included in the book to help you grasp the concepts quickly and apply them easily in your day-to-day work. Packed with clear, easy to follow examples, this book will turn you into an ace data analyst in no time.
Mastering Design Patterns With Python Essential Techniques For Efficient Software Development
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2024-11-26
Mastering Design Patterns With Python Essential Techniques For Efficient Software Development written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-26 with Computers categories.
"Mastering Design Patterns with Python: Essential Techniques for Efficient Software Development" is an authoritative resource for developers and software architects aiming to excel in design patterns using Python. This comprehensive guide delves deeply into design patterns, equipping readers with the essential techniques to enhance software design, boost code maintainability, and tackle common programming challenges effectively. Covering creational, structural, and behavioral patterns, each chapter is thoughtfully structured with real-world examples, practical implementations, and Python code samples. Whether you're an intermediate programmer seeking to hone your architectural skills or an advanced developer striving for excellence in software design, this book caters to a broad spectrum of expertise. It transcends foundational concepts by exploring anti-patterns, design principles, performance optimization, and concurrency patterns, providing readers with a thorough understanding of high-quality software design. Enter the realm of design patterns with "Mastering Design Patterns with Python: Essential Techniques for Efficient Software Development" and embark on a journey to becoming a skilled and versatile software designer. Harness the power of Python to craft scalable, robust, and efficient software systems. This book is your gateway to elevating your programming capabilities and creating enduring software.
Dive Into Python
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Author : Mark Pilgrim
language : en
Publisher: Apress
Release Date : 2013-11-09
Dive Into Python written by Mark Pilgrim and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-09 with Computers categories.
Whether you're an experienced programmer looking to get into Python or grizzled Python veteran who remembers the days when you had to import the string module, Dive Into Python is your 'desert island' Python book. — Joey deVilla, Slashdot contributor As a complete newbie to the language...I constantly had those little thoughts like, 'this is the way a programming language should be taught.' — Lasse Koskela , JavaRanch Apress has been profuse in both its quantity and quality of releasesand (this book is) surely worth adding to your technical reading budget for skills development. — Blane Warrene, Technology Notes I am reading this ... because the language seems like a good way to accomplish programming tasks that don't require the low-level bit handling power of C. — Richard Bejtlich, TaoSecurity Python is a new and innovative scripting language. It is set to replace Perl as the programming language of choice for shell scripters, and for serious application developers who want a feature-rich, yet simple language to deploy their products. Dive Into Python is ahands-on guide to the Python language. Each chapter starts with a real, complete code sample, proceeds to pick it apart and explain the pieces, and then puts it all back together in a summary at the end. This is the perfect resource for you if you like to jump into languages fast and get going right away. If you're just starting to learn Python, first pick up a copy of Magnus Lie Hetland's Practical Python.
Python Data Analysis
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Author : Ivan Idris
language : en
Publisher: Packt Publishing Ltd
Release Date : 2014-10-28
Python Data Analysis written by Ivan Idris 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 2014-10-28 with Computers categories.
This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst.
From Zero To Python Hero A Comprehensive Guide To Mastering Python
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Author : Guillaume Lessard
language : en
Publisher: iD01t Productions
Release Date : 2024-12-16
From Zero To Python Hero A Comprehensive Guide To Mastering Python written by Guillaume Lessard and has been published by iD01t Productions this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Computers categories.
From Zero to Python Hero: A Comprehensive Guide to Mastering Python By Guillaume Lessard Discover the ultimate step-by-step guide to mastering Python! Whether you're an absolute beginner or seeking to enhance your coding skills, From Zero to Python Hero provides everything you need to become a proficient Python programmer. This comprehensive guide is packed with clear explanations, practical examples, and engaging mini-projects designed to take you from foundational concepts to intermediate-level Python expertise. You’ll explore Python's syntax, learn how to solve problems efficiently, and even build your own projects with confidence. What You’ll Learn: Setting up Python and writing your first program. Mastering variables, data types, and control flow. Developing reusable code with functions and object-oriented programming. Debugging your code like a pro and handling errors gracefully. Working with real-world data, files, and Python libraries. Building and deploying Python projects from scratch. Why This Book? Written by Guillaume Lessard, a seasoned software developer and educator, this book combines years of programming experience with a passion for teaching. Guillaume’s approachable style ensures that even complex concepts are made simple, empowering you to achieve your programming goals. Perfect For: Beginners with no prior programming experience. Intermediate learners looking to solidify their Python skills. Developers transitioning to Python from another language. Anyone looking to harness Python for data analysis, web development, or automation. About the Author: Guillaume Lessard is the founder of iD01t Softwares, a company dedicated to simplifying programming for learners and professionals alike. With years of experience in Python development and teaching, Guillaume’s mission is to make programming accessible, engaging, and fun for everyone. Take the leap and start your Python journey today! With From Zero to Python Hero, you’ll have all the tools and knowledge to code with confidence and build impactful projects. Publisher: iD01t Productions Website: id01t.ca
Advanced Sql Performance Tuning
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2024-10-26
Advanced Sql Performance Tuning written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Computers categories.
"Advanced SQL Performance Tuning: Optimize Your Database Workloads" is a meticulously crafted guide that delves into the intricacies of SQL database optimization, aiming to equip database professionals with the strategies and insights needed to enhance system performance. Through a blend of foundational knowledge and advanced techniques, this book unravels the complexities of database architecture, indexing, query optimization, and more, providing readers with a comprehensive toolkit for tackling performance challenges in diverse SQL environments. The book is structured to facilitate a deep understanding of how various elements, from efficient schema design to sophisticated query strategies, contribute to overall database efficacy. Each chapter builds on the last, introducing tools for monitoring and analyzing performance, while also addressing the benefits of partitioning, sharding, and effective concurrency control. By incorporating both practical solutions and theoretical concepts, this resource aims to foster a new level of proficiency in managing SQL databases, ultimately driving efficiency and reliability in data-driven applications. Whether you are an experienced database administrator or a software engineer looking to refine your skills, this book is a crucial asset for enhancing your database performance optimization expertise.
Python For Data Analysis
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Author : Dr. Katta Padmaja
language : en
Publisher: RK Publication
Release Date : 2024-07-29
Python For Data Analysis written by Dr. Katta Padmaja and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-29 with Computers categories.
Python for Data Analysis for data enthusiasts, scientists, and analysts looking to harness Python’s capabilities in data manipulation, processing, and visualization. Covering essential libraries like Pandas, NumPy, and Matplotlib, this data cleaning, aggregation, and exploratory data analysis techniques. It emphasizes hands-on examples and real-world datasets to build a strong foundation in Python-based data analysis, making it an ideal resource for both beginners and professionals aiming to deepen their data skills in Python's versatile ecosystem.
Mastering The Craft Of Python Programming Unraveling The Secrets Of Expert Level Programming
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Author : Steve Jones
language : en
Publisher: Walzone Press
Release Date : 2025-02-11
Mastering The Craft Of Python Programming Unraveling The Secrets Of Expert Level Programming written by Steve Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-11 with Computers categories.
Unleash the full potential of your Python programming skills with "Mastering the Craft of Python Programming: Unraveling the Secrets of Expert-Level Programming." This book serves as an indispensable guide for experienced developers looking to level up their coding prowess and dive deep into the sophisticated realms of Python. Written with clarity and precision, it covers a breadth of advanced techniques, including complex algorithms, asynchronous programming, and efficient memory management, tailored specifically for the modern programmer's needs. Each chapter meticulously explores key concepts necessary for mastering Python, from idiomatic code practices and harnessing Python's powerful standard library to delving into the intricacies of metaprogramming and decorators. Practical examples, detailed explanations, and insightful tips not only enhance comprehension but also encourage an appreciation for Python's rich ecosystem. The emphasis on optimizing performance and robustness ensures that you can create applications that are as efficient as they are resilient. Embrace the challenge of pushing your knowledge beyond conventional programming boundaries with this comprehensive resource. "Mastering the Craft of Python Programming" is more than just a technical manual; it is an essential companion that empowers you to navigate complex development landscapes, innovate with confidence, and craft high-quality code with elegance and expertise.