Advanced Python Projects
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Advanced Python Programming
Author: Thompson Carter
language: en
Publisher: Independently Published
Release Date: 2024-12-11
Unlock the full power of Python and take your programming skills to the next level with Advanced Python Programming: Level Up Your Skills with Python Projects. If you're already comfortable with the basics of Python and want to dive deeper into advanced topics, this book is designed to challenge you with real-world projects that will push your Python knowledge to new heights. In this book, you'll explore the full potential of Python as you work on complex, hands-on projects that cover key areas like data science, machine learning, web development, automation, and more. Each chapter introduces advanced concepts and shows you how to apply them through interactive projects, ensuring that you not only learn theory but also gain practical experience. What you'll find inside Advanced Python Programming: Hands-On Projects: Work on real-world projects such as building web applications, data analysis tools, automated scripts, and more. Advanced Python Techniques: Learn to master powerful Python libraries like Pandas, NumPy, Flask, Django, and TensorFlow to tackle complex challenges. Problem-Solving Skills: Take on projects that require innovative solutions, giving you the confidence to tackle any problem with Python. Best Practices: Discover the best coding practices, clean code principles, and efficient debugging techniques that every advanced Python developer should know. Expert Insights: Gain advice from Python professionals on how to optimize your code, enhance performance, and apply Python to specialized domains like AI and web development. Boost Your Portfolio: Complete projects that will enhance your coding portfolio and demonstrate your Python expertise to potential employers. Whether you're an aspiring developer looking to stand out in the job market, or a seasoned Python programmer wanting to expand your skillset, this book provides the perfect blend of theory, practical advice, and challenging projects to help you master advanced Python concepts. Take your Python programming to the next level. Get your copy of Advanced Python Programming and start leveling up today!
Python Projects for Beginners
Immerse yourself in learning Python and introductory data analytics with this book’s project-based approach. Through the structure of a ten-week coding bootcamp course, you’ll learn key concepts and gain hands-on experience through weekly projects. Each chapter in this book is presented as a full week of topics, with Monday through Thursday covering specific concepts, leading up to Friday, when you are challenged to create a project using the skills learned throughout the week. Topics include Python basics and essential intermediate concepts such as list comprehension, generators and iterators, understanding algorithmic complexity, and data analysis with pandas. From beginning to end, this book builds up your abilities through exercises and challenges, culminating in your solid understanding of Python. Challenge yourself with the intensity of a coding bootcamp experience or learn at your own pace. With this hands-on learning approach, you will gain the skills you need to jumpstart a new career in programming or further your current one as a software developer. What You Will Learn Understand beginning and more advanced concepts of the Python language Be introduced to data analysis using pandas, the Python Data Analysis library Walk through the process of interviewing and answering technical questions Create real-world applications with the Python language Learn how to use Anaconda, Jupyter Notebooks, and the Python Shell Who This Book Is For Those trying to jumpstart a new career into programming, and those already in the software development industry and would like to learn Python programming.
Portable Python Projects
Author: Mike Riley
language: en
Publisher: The Pragmatic Programmers LLC
Release Date: 2022-02-01
Discover easy ways to control your home with the powerful new Raspberry Pi hardware. Program short Python scripts that will detect changes in your home and react with the instructions you code. Use new add-on accessories to monitor a variety of measurements, from light intensity and temperature to motion detection and water leakage. Expand the base projects with your own IPS additions to perfectly match your own home setup. Most projects in the book can be completed in under an hour, giving you more time to enjoy and tweak your autonomous creations. No breadboard or electronics knowledge required! Get to know the latest Raspberry Pi hardware, and create awesome automation solutions for home or work that don't require an electronics degree, cumbersome add-ons, or expensive third-party subscription services. Create easy to run Python scripts on your own that make your Pi do things that would have required a team of automation experts to build only a few years ago. Connect to and control popular home automation lighting systems from a Raspberry Pi. Trigger autonomous actions based on movement, temperature, and timer events. Power on your own computer and appliances using your voice. Remotely control infrared-enabled consumer electronics, create chatbots to retrieve personalized items of interest, and implement a temperature-monitoring room fan. These are just some of the projects that the book will show you how to make. Most projects can be completed and operational in under an hour, and do not require any messy schematics or a spaghetti bowl of wires and breadboard-attached circuits to operate. Control your home or office exactly the way you want instead of relying on an expensive mysterious box of third-party technology to do it for you. What You Need: Raspberry Pi (Pi 4 Model B or higher recommended) running Raspberry Pi OS