Lau Cher Han's Books

The The Python Workshop

Learn to code in Python and kickstart your career in software development or data science

By: Andrew Bird,Dr Lau Cher Han,Mario Corchero Jiménez,Graham Lee,Corey Wade

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The The Python Workshop

Learn to code in Python and kickstart your career in software development or data science

By: Andrew Bird,Dr Lau Cher Han,Mario Corchero Jiménez,Graham Lee,Corey Wade

Learn the fundamentals of clean, effective Python coding and build the practical skills to tackle your own software development or data science projects Key FeaturesBuild key Python skills with engaging development tasks and challenging activitiesImplement useful algorithms and write programs to solve real-world problemsApply Python in realistic data science projects and create simple machine learning modelsBook Description Have you always wanted to learn Python, but never quite known how to start? More applications than we realize are being developed using Python because it is easy to learn, read, and write. You can now start learning the language quickly and effectively with the help of this interactive tutorial. The Python Workshop starts by showing you how to correctly apply Python syntax to write simple programs, and how to use appropriate Python structures to store and retrieve data. You'll see how to handle files, deal with errors, and use classes and methods to write concise, reusable, and efficient code. As you advance, you'll understand how to use the standard library, debug code to troubleshoot problems, and write unit tests to validate application behavior. You'll gain insights into using the pandas and NumPy libraries for analyzing data, and the graphical libraries of Matplotlib and Seaborn to create impactful data visualizations. By focusing on entry-level data science, you'll build your practical Python skills in a way that mirrors real-world development. Finally, you'll discover the key steps in building and using simple machine learning algorithms. By the end of this Python book, you'll have the knowledge, skills and confidence to creatively tackle your own ambitious projects with Python. What you will learnWrite clean and well-commented code that is easy to maintainAutomate essential day-to-day tasks with Python scriptsDebug logical errors and handle exceptions in your programsExplore data science fundamentals and create engaging visualizationsGet started with predictive machine learningKeep your development process bug-free with automated testingWho this book is for This book is designed for anyone who is new to the Python programming language. Whether you're an aspiring software engineer or data scientist, or are just curious about learning how to code with Python, this book is for you. No prior programming experience is required.

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607

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Packt Publishing Ltd

Published Date

ISBN 10

1838984534

ISBN 13

9781838984533

The Python Workshop

Write Python code to solve challenging real-world problems

By: Corey Wade,Mario Corchero Jimenez,Andrew Bird,Dr. Lau Cher Han,Graham Lee

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The Python Workshop

Write Python code to solve challenging real-world problems

By: Corey Wade,Mario Corchero Jimenez,Andrew Bird,Dr. Lau Cher Han,Graham Lee

Gain proficiency, productivity, and power by working on projects and kick-starting your career in Python with this comprehensive, hands-on guide. Key FeaturesUnderstand and utilize Python syntax, objects, methods, and best practicesExplore Python's many features and libraries through real-world problems and big dataUse your newly acquired Python skills in machine learning as well as web and software developmentBook Description Python is among the most popular programming languages in the world. It's ideal for beginners because it's easy to read and write, and for developers, because it's widely available with a strong support community, extensive documentation, and phenomenal libraries – both built-in and user-contributed. This project-based course has been designed by a team of expert authors to get you up and running with Python. You'll work though engaging projects that'll enable you to leverage your newfound Python skills efficiently in technical jobs, personal projects, and job interviews. The book will help you gain an edge in data science, web development, and software development, preparing you to tackle real-world challenges in Python and pursue advanced topics on your own. Throughout the chapters, each component has been explicitly designed to engage and stimulate different parts of the brain so that you can retain and apply what you learn in the practical context with maximum impact. By completing the course from start to finish, you'll walk away feeling capable of tackling any real-world Python development problem. What you will learnWrite efficient and concise functions using core Python methods and librariesBuild classes to address different business needsCreate visual graphs to communicate key data insightsOrganize big data and use machine learning to make regression and classification predictionsDevelop web pages and programs with Python tools and packagesAutomate essential tasks using Python scripts in real-time executionWho this book is for This book is for professionals, students, and hobbyists who want to learn Python and apply it to solve challenging real-world problems. Although this is a beginner's course, you'll learn more easily if you already have an understanding of standard programming topics like variables, if-else statements, and functions. Experience with another object-oriented program, though not essential, will also be beneficial. If Python is your first attempt at computer programming, this book will help you understand the basics with adequate detail for a motivated student.

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Page Count

600

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1804615803

ISBN 13

9781804615805

The Python Workshop

Write Python code to solve challenging real-world problems

By: Corey Wade,Mario Corchero Jimenez,Andrew Bird,Dr. Lau Cher Han,Graham Lee

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The Python Workshop

Write Python code to solve challenging real-world problems

By: Corey Wade,Mario Corchero Jimenez,Andrew Bird,Dr. Lau Cher Han,Graham Lee

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

600

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1804615803

ISBN 13

9781804615805

The The Python Workshop

Learn to code in Python and kickstart your career in software development or data science

By: Andrew Bird,Dr Lau Cher Han,Mario Corchero Jiménez,Graham Lee,Corey Wade

Write a review Read reviews Take a Quiz Solve Book Puzzle

The The Python Workshop

Learn to code in Python and kickstart your career in software development or data science

By: Andrew Bird,Dr Lau Cher Han,Mario Corchero Jiménez,Graham Lee,Corey Wade

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

607

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1838984534

ISBN 13

9781838984533

The the Python Workshop

A Practical, No-Nonsense Introduction to Python Development

By: Andrew Bird,Lau Cher Han,Mario Corchero Jiménez

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The the Python Workshop

A Practical, No-Nonsense Introduction to Python Development

By: Andrew Bird,Lau Cher Han,Mario Corchero Jiménez

Cut through the noise and get real results with a step-by-step approach to learning Python 3.X programming Key Features Ideal for the Python beginner who is getting started for the first time A step-by-step Python tutorial with exercises and activities that help build key skills Structured to let you progress at your own pace, on your own terms Use your physical print copy to redeem free access to the online interactive edition Book Description You already know you want to learn Python, and a smarter way to learn Python 3 is to learn by doing. The Python Workshop focuses on building up your practical skills so that you can work towards building up your machine learning skills as a data scientist, write scripts that help automate your life and save you time, or even create your own games and desktop applications. You'll learn from real examples that lead to real results. Throughout The Python Workshop, you'll take an engaging step-by-step approach to understanding Python. You won't have to sit through any unnecessary theory. If you're short on time you can jump into a single exercise each day or spend an entire weekend learning about Python scripting. It's your choice. Learning on your terms, you'll build up and reinforce key skills in a way that feels rewarding. Every physical print copy of The Python Workshop unlocks access to the interactive edition. With videos detailing all exercises and activities, you'll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive free content updates. You'll even earn a secure credential that you can share and verify online upon completion. It's a premium learning experience that's included with your printed copy. To redeem, follow the instructions located at the start of your Python book. Fast-paced and direct, The Python Workshop is the ideal companion for Python beginners. You'll build and iterate on your code like a software developer, learning along the way. This process means that you'll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead. What you will learn Learn how to write clean and concise code with Python 3 Understand classes and object-oriented programming Tackle entry-level data science and create engaging visualizations Use Python to create responsive, modern web applications Automate essential day-to-day tasks with Python scripts Get started with predictive Python machine learning Who this book is for This book is designed for professionals, students, and hobbyists who want to learn Python and apply it to solve challenging real-world problems. Although this is a beginner's book, it will help if you already know standard programming topics, such as variables, if-else statements, and functions. Experience with another object-oriented program is beneficial, but not mandatory.

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608

Published Date

ISBN 10

1839218851

ISBN 13

9781839218859

Book's by Lau Cher Han

The The Python Workshop

The The Python Workshop

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