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Books > Computing & IT > Computer programming > Programming languages

Smart Computing with Open Source Platforms (Paperback): Amartya Mukherjee, Nilanjan Dey Smart Computing with Open Source Platforms (Paperback)
Amartya Mukherjee, Nilanjan Dey
R1,803 Discovery Miles 18 030 Ships in 12 - 17 working days

Focuses on the concept of open source prototyping and product development and designing sensor networks and covers IoT base applications This book will serves as a single source of introductory material and reference for programming smart computing and Internet of Things (IoT) devices using Arduino with the use of Python It covers number of comprehensive DIY experiments through which the reader can design various intelligent systems

Statistics and Data Visualisation with Python (Paperback): Jesus Rogel-Salazar Statistics and Data Visualisation with Python (Paperback)
Jesus Rogel-Salazar
R1,450 Discovery Miles 14 500 Ships in 9 - 15 working days

* Targests readers with a background in programming, interested in an introduction/refresher in statistical hypothesis testing * Uses Python throughout * Provides the reader with the opportunity of using the book whenever needed rather than following a sequential path.

Murach's Visual Basic 2008 (Paperback): Anne Boehm Murach's Visual Basic 2008 (Paperback)
Anne Boehm
R1,595 R1,342 Discovery Miles 13 420 Save R253 (16%) Ships in 12 - 17 working days

Whether you are new to Visual Basic or you are upgrading to VB 2008 from an earlier version, this new edition of Murach's core VB book shows you how to develop the kind of bullet-proof Windows Forms applications that businesses rely on. Along the way, you will learn how to build database applications faster than ever by using RAD features like data sources and the DataGridView control. You will learn how to use object-oriented features like inheritance and interfaces as well as features like code snippets, generics, partial classes, and ClickOnce deployment. And you will learn how to use the 2008 LINQ feature to query data. When you are finished, you will be able to develop Windows Forms applications the way the best professionals develop them. That's why we say: No other book teaches you so much, so fast, or so thoroughly.

Maps and Monsters in Medieval England (Paperback): Asa Mittman Maps and Monsters in Medieval England (Paperback)
Asa Mittman
R1,717 Discovery Miles 17 170 Ships in 12 - 17 working days

This study centers on issues of marginality and monstrosity in medieval England. In the middle ages, geography was viewed as divinely ordered, so Britain's location at the periphery of the inhabitable world caused anxiety among its inhabitants. Far from the world's holy center, the geographic margins were considered monstrous. Medieval geography, for centuries scorned as crude, is now the subject of several careful studies. Monsters have likewise been the subject of recent attention in the growing field of "monster studies," though few works situate these creatures firmly in their specific historical contexts. This book sits at the crossroads of these two discourses (geography and monstrosity), treated separately in the established scholarship but inseparable in the minds of medieval authors and artists.

Python for Engineers and Scientists - Concepts and Applications (Hardcover): Rakesh Nayak, Nishu Gupta Python for Engineers and Scientists - Concepts and Applications (Hardcover)
Rakesh Nayak, Nishu Gupta
R2,838 Discovery Miles 28 380 Ships in 9 - 15 working days

The text focuses on the basics of Python programming fundamentals and introduction to present-day applications in technology and the upcoming state-of-art trends in a comprehensive manner. The text is based on Python 3.x and it covers the fundamentals of Python with object-oriented concepts having numerous worked-out examples. It provides a learning tool for the students of beginner level as well as for researchers of advanced level. Each chapter contains additional examples that explain the usage of methods/functions discussed in the chapter. It provides numerous programming examples along with their outputs. The book: Includes programming tips to highlight the important concepts and help readers avoid common programming errors Provides programming examples along with their outputs to ensure the correctness and help readers in mastering the art of writing efficient Python programs Contains MCQs with their answers; conceptual questions and programming questions; and solutions to some selected programming questions, for every chapter Discusses applications like time zone converter and password generators at the end Covers fundamental of Python up to object oriented concepts including regular expression The book offers a simple and lucid treatment of concepts supported with illustrations for easy understanding, provides numerous programming examples along with their outputs, and includes programming tips to highlight the important concepts. It will be a valuable resource for senior undergraduate, graduate students, and professionals in the fields of electrical engineering, electronics and communication engineering, and computer engineering.

Beautiful C++ - 30 Core Guidelines For Writing Clean, Safe And Fast Code (Paperback): J. Davidson, Kate Gregory Beautiful C++ - 30 Core Guidelines For Writing Clean, Safe And Fast Code (Paperback)
J. Davidson, Kate Gregory
R934 Discovery Miles 9 340 Ships in 12 - 17 working days

"Beautiful C++ presents the C++ Core Guidelines from a developer's point of view with an emphasis on what benefits can be obtained from following the rules and what nightmares can result from ignoring them. For true geeks, it is an easy and entertaining read. For most software developers, it offers something new and useful." --Bjarne Stroustrup, inventor of C++ and co-editor of the C++ Core Guidelines

Writing great C++ code needn't be difficult. The C++ Core Guidelines can help every C++ developer design and write C++ programs that are exceptionally reliable, efficient, and well-performing. But the Guidelines are so jam-packed with excellent advice that it's hard to know where to start. Start here, with Beautiful C++.

Expert C++ programmers Guy Davidson and Kate Gregory identify 30 Core Guidelines you'll find especially valuable and offer detailed practical knowledge for improving your C++ style. For easy reference, this book is structured to align closely with the official C++ Core Guidelines website.

Throughout, Davidson and Gregory offer useful conceptual insights and expert sample code, illuminate proven ways to use both new and longstanding language features more successfully, and show how to write programs that are more robust and performant by default.

MATLAB Blues - How Behavioral Scientists and Others Can Learn From Mistakes for Better, Happier Programming (Paperback): David... MATLAB Blues - How Behavioral Scientists and Others Can Learn From Mistakes for Better, Happier Programming (Paperback)
David A. Rosenbaum
R1,508 Discovery Miles 15 080 Ships in 12 - 17 working days

MATLAB Blues is an accessible, comprehensive introduction to the MATLAB computer programming language-a powerful and increasingly popular tool for students and researchers. Rosenbaum identifies many of the common mistakes and pitfalls associated with using MATLAB, and shows users how they can learn from these mistakes to be better, happier programmers. Each chapter systematically addresses one of the basic principles of the programming language, like matrices, calculations, contingencies, plotting, input-output, and graphics, and then identifies areas that are problematic, as well as potential errors that can occur. This not only provides the reader with the fundamental "scales and chords" that a MATLAB programmer needs to know, but also with a series of examples and explanations of how to avoid and remedy common mistakes. Accompanied by an array of sample code that can be used and manipulated in conjunction with the textbook, this book is a practical, insightful introduction to MATLAB which provides motivation and encouragement to those with little or no background in programming as well as to those with more advanced concerns. It is an invaluable resource for researchers and students undertaking courses in research methods, statistics, and programming.

Algorithm Design Practice for Collegiate Programming Contests and Education (Paperback): Yonghui Wu, Jian-De Wang Algorithm Design Practice for Collegiate Programming Contests and Education (Paperback)
Yonghui Wu, Jian-De Wang
R2,985 Discovery Miles 29 850 Ships in 12 - 17 working days

This book can be used as an experiment and reference book for algorithm design courses, as well as a training manual for programming contests. It contains 247 problems selected from ACM-ICPC programming contests and other programming contests. There's detailed analysis for each problem. All problems, and test datum for most of problems will be provided online. The content will follow usual algorithms syllabus, and problem-solving strategies will be introduced in analyses and solutions to problem cases. For students in computer-related majors, contestants and programmers, this book can polish their programming and problem-solving skills with familarity of algorithms and mathematics.

Programming in C++ for Engineering and Science (Hardcover): Larry Nyhoff Programming in C++ for Engineering and Science (Hardcover)
Larry Nyhoff
R5,416 Discovery Miles 54 160 Ships in 12 - 17 working days

Developed from the author's many years of teaching computing courses, Programming in C plus plus for Engineering and Science guides students in designing programs to solve real problems encountered in engineering and scientific applications. These problems include radioactive decay, pollution indexes, digital circuits, differential equations, Internet addresses, data analysis, simulation, quality control, electrical networks, data encryption, beam deflection, and many other areas. To make it easier for novices to develop programs, the author uses an object-centered design approach that helps students identify the objects in a problem and the operations needed; develop an algorithm for processing; implement the objects, operations, and algorithm in a program; and test, correct, and revise the program. He also revisits topics in greater detail as the text progresses. By the end of the book, students will have a solid understanding of how C plus plus can be used to process complex objects, including how classes can be built to model objects. Web ResourceThe book's website at http://cs.calvin.edu/books/c plus plus/engr-sci provides source code, expanded presentations, links to relevant sites, reference materials, lab exercises, and projects. For instructors, solutions to exercises and PowerPoint slides for classroom use are available upon qualifying course adoption.

Processing - An Introduction to Programming (Hardcover): Jeffrey L Nyhoff, Larry R. Nyhoff Processing - An Introduction to Programming (Hardcover)
Jeffrey L Nyhoff, Larry R. Nyhoff
R3,984 Discovery Miles 39 840 Ships in 12 - 17 working days

This book demonstrates how Processing is an excellent language for beginners to learn the fundamentals of computer programming. Originally designed to make it simpler for digital artists to learn to program, Processing is a wonderful first language for anyone to learn. Given its origins, Processing enables a multimodal approach to programming instruction, well suited to students with interests in computer science or in the arts and humanities. The book uses Processing's capabilities for graphics and interactivity in order to create examples that are simple, illustrative, interesting, and fun. It is designed to appeal to a broad range of readers, including those who want to learn to program to create digital art, as well as those who seek to learn to program to process numerical information or data. It can be used by students and instructors in a first course on programming, as well as by anyone eager to teach them self to program. Following a traditional sequence of topics for introducing programming, the book introduces key computer science concepts, without overwhelming readers with extensive detail. Additional exercises are available, as are other supplementary materials for instructors looking to introduce even more computer science concepts associated with the topics. Several online chapters are also provided that introduce slightly more advanced topics in Processing, such as two-dimensional arrays, manipulation of strings, and file input and output. The conversational style and pace of the book are based upon the authors' extensive experience with teaching programming to a wide variety of beginners in a classroom. No prior programming experience is expected.

Numerical Methods in Physics with Python (Hardcover, 2nd Revised edition): Alex Gezerlis Numerical Methods in Physics with Python (Hardcover, 2nd Revised edition)
Alex Gezerlis
R3,534 R3,276 Discovery Miles 32 760 Save R258 (7%) Ships in 12 - 17 working days

Bringing together idiomatic Python programming, foundational numerical methods, and physics applications, this is an ideal standalone textbook for courses on computational physics. All the frequently used numerical methods in physics are explained, including foundational techniques and hidden gems on topics such as linear algebra, differential equations, root-finding, interpolation, and integration. The second edition of this introductory book features several new codes and 140 new problems (many on physics applications), as well as new sections on the singular-value decomposition, derivative-free optimization, Bayesian linear regression, neural networks, and partial differential equations. The last section in each chapter is an in-depth project, tackling physics problems that cannot be solved without the use of a computer. Written primarily for students studying computational physics, this textbook brings the non-specialist quickly up to speed with Python before looking in detail at the numerical methods often used in the subject.

Open Source Data Warehousing and Business Intelligence (Paperback): Lakshman Bulusu Open Source Data Warehousing and Business Intelligence (Paperback)
Lakshman Bulusu
R1,801 Discovery Miles 18 010 Ships in 12 - 17 working days

Open Source Data Warehousing and Business Intelligence is an all-in-one reference for developing open source based data warehousing (DW) and business intelligence (BI) solutions that are business-centric, cross-customer viable, cross-functional, cross-technology based, and enterprise-wide. Considering the entire lifecycle of an open source DW & BI implementation, its comprehensive coverage spans from basic concepts all the way through to customization. Highlighting the key differences between open source and vendor DW and BI technologies, the book identifies end-to-end solutions that are scalable, high performance, and stable. It illustrates the practical aspects of implementing and using open source DW and BI technologies to supply you with valuable on-the-project experience that can help you improve implementation and productivity. Emphasizing analysis, design, and programming, the text explains best-fit solutions as well as how to maximize ROI. Coverage includes data warehouse design, real-time processing, data integration, presentation services, and real-time reporting. With a focus on real-world applications, the author devotes an entire section to powerful implementation best practices that can help you build customer confidence while saving valuable time, effort, and resources.

Partnering with Microsoft - How to Make Money in Trusted Partnership with the Global Software Powerhouse (Paperback): Ted... Partnering with Microsoft - How to Make Money in Trusted Partnership with the Global Software Powerhouse (Paperback)
Ted Dinsmore
R1,697 Discovery Miles 16 970 Ships in 12 - 17 working days

Advance Praise for Partnering with Microsoft: 'Partnering with Microsoft is the first great book about the breathtaking culture, opportunity and roadmap for joining Microsoft's 850,000 partners cutting an impressive B swath in the marketpl

Simulation Engineering - Build Better Embedded Systems Faster (Hardcover): Jim Ledin Simulation Engineering - Build Better Embedded Systems Faster (Hardcover)
Jim Ledin
R5,330 Discovery Miles 53 300 Ships in 12 - 17 working days

Build complex embedded systems faster and with lower costs by: Knowing when and how much simulation testing is appropriate Applying engineering methods to simulation design and development Using the best tools available to develop simulations. Va

Smart Computing with Open Source Platforms (Hardcover): Amartya Mukherjee, Nilanjan Dey Smart Computing with Open Source Platforms (Hardcover)
Amartya Mukherjee, Nilanjan Dey
R3,991 Discovery Miles 39 910 Ships in 12 - 17 working days

Focuses on the concept of open source prototyping and product development and designing sensor networks and covers IoT base applications This book will serves as a single source of introductory material and reference for programming smart computing and Internet of Things (IoT) devices using Arduino with the use of Python It covers number of comprehensive DIY experiments through which the reader can design various intelligent systems

Understanding C++ for MFC (Hardcover): Richard Raposa Understanding C++ for MFC (Hardcover)
Richard Raposa
R5,330 Discovery Miles 53 300 Ships in 12 - 17 working days

Jumpstart your MFC programming without the tedious study of C plus plus! Now you can learn C plus plus and MFC together -- learning C plus plus principles on a need-to-know basis. Author Richard Raposa has refined this tutorial over years of teaching Windows programming in quick

Anyone Can Code - The Art and Science of Logical Creativity (Paperback): Ali Arya Anyone Can Code - The Art and Science of Logical Creativity (Paperback)
Ali Arya
R1,819 Discovery Miles 18 190 Ships in 9 - 15 working days

Anyone Can Code: The Art and Science of Logical Creativity introduces computer programming as a way of problem-solving through logical thinking. It uses the notion of modularization as a central lens through which we can make sense of many software concepts. This book takes the reader through fundamental concepts in programming by illustrating them in three different and distinct languages: C/C++, Python, and Javascript. Key features: Focuses on problem-solving and algorithmic thinking instead of programming functions, syntax, and libraries; Includes engaging examples, including video games and visual effects; Provides exercises and reflective questions. This book gives beginner and intermediate learners a strong understanding of what they are doing so that they can do it better and with any other tool or language that they may end up using later.

Picturing Quantum Processes - A First Course in Quantum Theory and Diagrammatic Reasoning (Hardcover): Bob Coecke, Aleks... Picturing Quantum Processes - A First Course in Quantum Theory and Diagrammatic Reasoning (Hardcover)
Bob Coecke, Aleks Kissinger
R2,520 Discovery Miles 25 200 Ships in 12 - 17 working days

The unique features of the quantum world are explained in this book through the language of diagrams, setting out an innovative visual method for presenting complex theories. Requiring only basic mathematical literacy, this book employs a unique formalism that builds an intuitive understanding of quantum features while eliminating the need for complex calculations. This entirely diagrammatic presentation of quantum theory represents the culmination of ten years of research, uniting classical techniques in linear algebra and Hilbert spaces with cutting-edge developments in quantum computation and foundations. Written in an entertaining and user-friendly style and including more than one hundred exercises, this book is an ideal first course in quantum theory, foundations, and computation for students from undergraduate to PhD level, as well as an opportunity for researchers from a broad range of fields, from physics to biology, linguistics, and cognitive science, to discover a new set of tools for studying processes and interaction.

Fortran 95 (Hardcover, 2nd edition): M Counihan Fortran 95 (Hardcover, 2nd edition)
M Counihan
R5,368 Discovery Miles 53 680 Ships in 12 - 17 working days

This is the second edition of the first introductory textbook written for the FORTRAN 90 standard. It remains suitable for the novice scientific programmer, drawing on a larger number of examples and exercises in this new edition.

Publishing Python Packages (Paperback): Dane Hillard Publishing Python Packages (Paperback)
Dane Hillard
R1,038 Discovery Miles 10 380 Ships in 12 - 17 working days

Create Python packages to share your code in a scalable and maintainable way. Improve team productivity, publish helpful libraries, or even start your own open source project following the latest Python packaging standards. In Publishing Python Packages you will learn how to: Build extensions and console script commands Use tox to automate packaging, installing, and testing Build a continuous integration pipeline using GitHub Actions Improve code quality and reduce manual review using bandit, black, mypy, and radon Create published documentation for your packages Keep packages up to date with pyupgrade and Dependabot Foster an open source community using GitHub features Publishing Python Packages teaches you how to easily share your Python code with your team and the outside world. Learn a repeatable and highly automated process for package maintenance that's based on the best practices, tools, and standards of Python packaging. Whether you're entirely new to Python packaging or looking for optimal ways to maintain and scale your packages, this fast-paced and engaging guide is for you. about the technology Python packages are a great way to share your code and give a productivity boost to your colleagues and community. Whether you're reusing your code internally or contributing to open source, a properly automated system of packaging will save you from time-consuming manual maintenance. about the book Publishing Python Packages reveals best practices and standards for packaging your Python code in an easy, automated, and scalable way. The book walks you through creating a complete package, including a C extension, and guides you all the way to publishing on the Python Package Index. You'll get hands-on experience with the latest packaging tools, and learn the ins-and-outs of package testing and continuous integration. You'll even learn how to set up a successful open source project, including licensing, documentation, and nurturing a community of contributors.

Practical UML Statecharts in C/C++ - Event-Driven Programming for Embedded Systems (Hardcover, 2nd edition): Miro Samek Practical UML Statecharts in C/C++ - Event-Driven Programming for Embedded Systems (Hardcover, 2nd edition)
Miro Samek
R5,417 Discovery Miles 54 170 Ships in 12 - 17 working days

Practical UML Statecharts in C/C plus plus Second Edition bridges the gap between high-level abstract concepts of the Unified Modeling Language (UML) and the actual programming aspects of modern hierarchical state machines (UML statecharts). The book describes a lightweight, open source, event-driven infrastructure, called QP that enables direct manual coding UML statecharts and concurrent event-driven applications in C or C plus plus without big tools.This book is presented in two parts. In Part I, you get a practical description of the relevant state machine concepts starting from traditional finite state automata to modern UML state machines followed by state machine coding techniques and state-machine design patterns, all illustrated with executable examples. In Part II, you find a detailed design study of a generic real-time framework indispensable for combining concurrent, event-driven state machines into robust applications. Part II begins with a clear explanation of the key event-driven programming concepts such as inversion of control ( Hollywood Principle ), blocking versus non-blocking code, run-to-completion (RTC) execution semantics, the importance of event queues, dealing with time, and the role of state machines to maintain the context from one event to the next. This background is designed to help software developers in making the transition from the traditional sequential to the modern event-driven programming, which can be one of the trickiest paradigm shifts. The lightweight QP event-driven infrastructure goes several steps beyond the traditional real-time operating system (RTOS). In the simplest configuration, QP runs on bare-metal microprocessor, microcontroller, or DSP completely replacing the RTOS. QP can also work with almost any OS/RTOS to take advantage of the existing device drivers, communication stacks, and other middleware. The accompanying website to this book contains complete open source code for QP, ports to popular proc

Information Technology - An Introduction for Today's Digital World (Paperback, 2nd edition): Richard Fox Information Technology - An Introduction for Today's Digital World (Paperback, 2nd edition)
Richard Fox
R2,345 Discovery Miles 23 450 Ships in 9 - 15 working days

This revised edition has more breadth and depth of coverage than the first edition. Information Technology: An Introduction for Today's Digital World introduces undergraduate students to a wide variety of concepts that they will encounter throughout their IT studies and careers. The features of this edition include: Introductory system administration coverage of Windows 10 and Linux (Red Hat 7), both as general concepts and with specific hands-on instruction Coverage of programming and shell scripting, demonstrated through example code in several popular languages Updated information on modern IT careers Computer networks, including more content on cloud computing Improved coverage of computer security Ancillary material that includes a lab manual for hands-on exercises Suitable for any introductory IT course, this classroom-tested text presents many of the topics recommended by the ACM Special Interest Group on IT Education (SIGITE). It offers a far more detailed examination of the computer and IT fields than computer literacy texts, focusing on concepts essential to all IT professionals - from system administration to scripting to computer organization. Four chapters are dedicated to the Windows and Linux operating systems so that students can gain hands-on experience with operating systems that they will deal with in the real world.

Data Science with Julia (Hardcover): Paul D. McNicholas, Peter Tait Data Science with Julia (Hardcover)
Paul D. McNicholas, Peter Tait
R4,444 Discovery Miles 44 440 Ships in 12 - 17 working days

"This book is a great way to both start learning data science through the promising Julia language and to become an efficient data scientist."- Professor Charles Bouveyron, INRIA Chair in Data Science, Universite Cote d'Azur, Nice, France Julia, an open-source programming language, was created to be as easy to use as languages such as R and Python while also as fast as C and Fortran. An accessible, intuitive, and highly efficient base language with speed that exceeds R and Python, makes Julia a formidable language for data science. Using well known data science methods that will motivate the reader, Data Science with Julia will get readers up to speed on key features of the Julia language and illustrate its facilities for data science and machine learning work. Features: Covers the core components of Julia as well as packages relevant to the input, manipulation and representation of data. Discusses several important topics in data science including supervised and unsupervised learning. Reviews data visualization using the Gadfly package, which was designed to emulate the very popular ggplot2 package in R. Readers will learn how to make many common plots and how to visualize model results. Presents how to optimize Julia code for performance. Will be an ideal source for people who already know R and want to learn how to use Julia (though no previous knowledge of R or any other programming language is required). The advantages of Julia for data science cannot be understated. Besides speed and ease of use, there are already over 1,900 packages available and Julia can interface (either directly or through packages) with libraries written in R, Python, Matlab, C, C++ or Fortran. The book is for senior undergraduates, beginning graduate students, or practicing data scientists who want to learn how to use Julia for data science. "This book is a great way to both start learning data science through the promising Julia language and to become an efficient data scientist." Professor Charles Bouveyron INRIA Chair in Data Science Universite Cote d'Azur, Nice, France

Processing for Visual Artists - How to Create Expressive Images and Interactive Art (Hardcover): Andrew Glassner Processing for Visual Artists - How to Create Expressive Images and Interactive Art (Hardcover)
Andrew Glassner
R5,586 Discovery Miles 55 860 Ships in 12 - 17 working days

Learn how to create gorgeous and expressive imagery with the Processing graphics language and environment. It's easy with this practical, hands-on book. Processing is for artists, designers, visualization creators, hobbyists, or anyone else looking to create images, animation, and interactive pieces for art, education, science, or business. Processing for Visual Artists shows you everything you need to know in a friendly, project-based style designed for visual thinkers. The projects can serve as a starting point for your own original, creative development and exploration. Walk with veteran author Andrew Glassner on a journey of shared discovery as he uses Processing to take each project from inspiration to reality. You'll closely follow every step he takes and see exactly how each piece evolves, including the big and small mistakes he's made along the way (and how to fix them!), and the times when he changed direction. As your knowledge and skills grow and develop, you'll understand why Processing is such a powerful tool for self-expression. And you'll be ready to strike off on your own. Processing offers you a 21st-century medium for expressing new kinds of ideas and engaging audiences in new ways. This book gives you everything you need to know to explore new frontiers in your own images, animations, and interactive experiences. Source code for each chapter is available for free download on the book's description at the crcpress website.

Robust Python (Paperback): Patrick Viafore Robust Python (Paperback)
Patrick Viafore
R1,113 R979 Discovery Miles 9 790 Save R134 (12%) Ships in 12 - 17 working days

Does it seem like your Python projects are getting bigger and bigger? Are you feeling the pain as your codebase expands and gets tougher to debug and maintain? Python is an easy language to learn and use, but that also means systems can quickly grow beyond comprehension. Thankfully, Python has features to help developers overcome maintainability woes. In this practical book, author Patrick Viafore shows you how to use Python's type system to the max. You'll look at user-defined types, such as classes and enums, and Python's type hinting system. You'll also learn how to make Python extensible and how to use a comprehensive testing strategy as a safety net. With these tips and techniques, you'll write clearer and more maintainable code. Learn why types are essential in modern development ecosystems Understand how type choices such as classes, dictionaries, and enums reflect specific intents Make Python extensible for the future without adding bloat Use popular Python tools to increase the safety and robustness of your codebase Evaluate current code to detect common maintainability gotchas Build a safety net around your codebase with linters and tests

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