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Item #:
101976217
Web App Development Made Simple with Streamlit: A web developer's guide to effortless web app development, deployment, and scalability
Item #:
101976217
€ 52
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What Stands Out
Effortless Development
Streamlit simplifies the web app development process, allowing developers to create interactive applications quickly with minimal code, enhancing productivity without compromising on functionality.
Easy Deployment
Streamlit offers seamless deployment options, enabling developers to launch their applications effortlessly, ensuring that their projects are accessible to users immediately after development.
Scalability Focus
Designed with scalability in mind, Streamlit allows apps to grow effortlessly as user demands increase, ensuring performance remains consistent and reliable, making it ideal for ambitious projects.
Product Details
- Unlock the full potential of Streamlit, mastering web app development from setup to deployment with practical guidance, advanced techniques, and real-world examplesKey FeaturesIdentify and overcome web development challenges, crafting dedicated application skeletons using StreamlitUnderstand how Streamlit's widgets and components work to implement any kind of web appManage web application development and deployment with ease using the Streamlit Cloud servicePurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThis book is a comprehensive guide to the Streamlit open-source Python library and simplifying the process of creating web applications. Through hands-on guidance and realistic examples, you’ll progress from crafting simple to sophisticated web applications from scratch. This book covers everything from understanding Streamlit's central principles, modules, basic features, and widgets to advanced skills such as dealing with databases, hashes, sessions, and multipages.Starting with fundamental concepts like operation systems virtualization, IDEs, development environments, widgets, scripting, and the anatomy of web apps, the initial chapters set the groundwork. You’ll then apply this knowledge to develop some real web apps, gradually advancing to more complex apps, incorporating features like natural language processing (NLP), computer vision, dashboards with interactive charts, file uploading, and much more. The book concludes by delving into the implementation of advanced skills and deployment techniques.By the end of this book, you’ll have transformed into a proficient developer, equipped with advanced skills for handling databases, implementing secure login processes, managing session states, creating multipage applications, and seamlessly deploying them on the cloud.What you will learnDevelop interactive web apps with Streamlit and deploy them seamlessly on the cloudAcquire in-depth theoretical and practical expertise in using Streamlit for app developmentUse themes and customization for visually appealing web apps tailored to specific needsImplement advanced features including secure login, signup processes, file uploaders, and database connectionsBuild a catalog of scripts and routines to efficiently implement new web appsAttain autonomy in adopting new Streamlit features rapidly and effectivelyWho this book is forThis book is for Python programmers, web developers, computer science students, and IT enthusiasts with a foundation in Python (or any programming language) who have a passion for creating visually appealing applications. If you already know how to write programs, this book will help you evolve into an adept web application developer skilled at converting command-line tools into impressive, cloud-hosted applications.Table of ContentsGetting to Know Streamlit – A Brief OverviewSetting Up the Python Coding EnvironmentExploring Streamlit's Features and FunctionalityStreamlit Essentials – Configuring the Environment, Managing Packages, and MoreOrganizing and Displaying Content with Columns, Expanders, and NLP TechniquesImplementing NLP Techniques for Text Analysis and Processing in StreamlitSharing and Deploying Your Apps on the Cloud Using Streamlit ShareAdvanced Environment Setup and Package Management for Building an AI-Powered Web AppOptimizing Streamlit Web App UX with Customization and UI FeaturesUtilizing Pretrained Models to Create Specialized and Personalized Web Applications(N.B. Please use the Look Inside option to see further chapters)
| Publisher | Packt Publishing |
| Publication date | February 9, 2024 |
| Edition | 1st |
| Language | English |
| Print length | 350 pages |
| ISBN-10 | 1835086314 |
| ISBN-13 | 978-1835086315 |
| Item Weight | 1.33 pounds (600 grams) |
| Dimensions | 7.5 x 0.79 x 9.25 inches (19.1 x 2 x 23.5 cm) |
Who Should Buy?
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Beginner Developers
Ideal for those new to web development who want a straightforward approach to building and deploying applications.
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Data Scientists
Great for data scientists who want to create interactive data visualizations without extensive web development knowledge.
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Rapid Prototypers
Useful for professionals needing quick prototype development and deployment to validate ideas or gather user feedback.
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Experienced Developers
May not provide enough depth for seasoned developers seeking advanced web development techniques or complex functionalities.
Product Description
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Natural Language Processing Editorial Review
**Editorial Review** "Web App Development Made Simple with Streamlit" has garnered positive feedback for its clarity and instructional depth, making it a standout resource for web developers, particularly those utilizing Python and Streamlit. Readers praise the author for providing step-by-step guidance that demystifies the complexities of web application development. Reviewers frequently mention that the book not only helps newcomers grasp the functionality of Streamlit but also serves as a valuable reference for experienced developers seeking to refresh their skills or navigate advanced features. Many users highlighted the practical examples provided in the book, which effectively illustrate how to build functional applications in data science and machine learning. The integration of thorough explanations and user-friendly instructions has proven beneficial for both computer science students and professionals alike, enabling them to quickly create web applications for various projects. One reviewer noted impressive results from an intern who credited this book for her rapid learning and application of Streamlit—testament to the book's emphasis on practical skills. While some users pointed out minor typographical errors within the code examples and indicated that the book might not cover the latest Streamlit updates, these critiques did not significantly detract from their overall satisfaction. Instead, the Consensus reflects that this book serves as an accessible and comprehensive guide for anyone looking to excel in web application development with Streamlit. **
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Pros
- Clear, step-by-step explanations that simplify complex concepts.
- Practical examples aimed at building functional applications.
- Suitable for both beginners and experienced developers.
- Acts as a valuable reference for future Streamlit development.
- Empowers readers to effectively utilize Streamlit for a variety of projects.
Cons
- Minor code typographical errors noted by some readers.
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