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Web App Development Made Simple with Streamlit

Web App Development Made Simple with Streamlit: A web developer's guide to effortless web app development, deployment, and scalability

By Rosario Moscato
$31.99 $21.99
Book Feb 2024 350 pages 1st Edition
eBook
$31.99 $21.99
Print
$39.99
Subscription
$15.99 Monthly
eBook
$31.99 $21.99
Print
$39.99
Subscription
$15.99 Monthly

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Product Details


Publication date : Feb 9, 2024
Length 350 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781835086315
Category :
toc View table of contents toc Preview Book toc Download Code

Key benefits

  • Identify and overcome web development challenges, crafting dedicated application skeletons using Streamlit
  • Understand how Streamlit's widgets and components work to implement any kind of web app
  • Manage web application development and deployment with ease using the Streamlit Cloud service
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

This 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 learn

Develop interactive web apps with Streamlit and deploy them seamlessly on the cloud Acquire in-depth theoretical and practical expertise in using Streamlit for app development Use themes and customization for visually appealing web apps tailored to specific needs Implement advanced features including secure login, signup processes, file uploaders, and database connections Build a catalog of scripts and routines to efficiently implement new web apps Attain autonomy in adopting new Streamlit features rapidly and effectively

What do you get with eBook?

Feature icon Instant access to your Digital eBook purchase
Feature icon Download this book in EPUB and PDF formats
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Feb 9, 2024
Length 350 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781835086315
Category :

Table of Contents

23 Chapters
Preface Packt Packt
Part 1: Getting Started with Streamlit Packt Packt
Chapter 1: Getting to Know Streamlit – A Brief Overview Packt Packt
Chapter 2: Setting Up the Python Coding Environment Packt Packt
Chapter 3: Exploring Streamlit’s Features and Functionality Packt Packt
Part 2: Building a Basic Web App for Essential Streamlit Skills Packt Packt
Chapter 4: Streamlit Essentials – Configuring the Environment, Managing Packages, and More Packt Packt
Chapter 5: Organizing and Displaying Content with Columns, Expanders, and NLP Techniques Packt Packt
Chapter 6: Implementing NLP Techniques for Text Analysis and Processing in Streamlit Packt Packt
Chapter 7: Sharing and Deploying Your Apps on the Cloud Using Streamlit Share Packt Packt
Part 3: Developing Advanced Skills with a Covid-19 Detection Tool Packt Packt
Chapter 8: Advanced Environment Setup and Package Management for Building an AI-Powered Web App Packt Packt
Chapter 9: Optimizing Streamlit Web App UX with Customization and UI Features Packt Packt
Chapter 10: Utilizing Pretrained Models to Create Specialized and Personalized Web Applications Packt Packt
Chapter 11: Deploying and Managing Complex Libraries on Streamlit Share Packt Packt
Part 4: Advanced Techniques for Secure and Customizable Web Applications Packt Packt
Chapter 12: Smart File Uploading – Advanced Techniques for Professional Web Applications Packt Packt
Chapter 13: Creating a Secure Login and Signup Process for Web Applications Packt Packt
Chapter 14: Customizing Pages, Personalizing Themes, and Implementing Multi-Pages Packt Packt
Chapter 15: Enhancing Web Apps with Forms, Session State, and Customizable Subdomains Packt Packt
Chapter 16: Takeaways and Conclusion Packt Packt
Index Packt Packt
Other Books You May Enjoy Packt Packt

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