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

Rosario Moscato

Softcover

ISBN 10: 1835086314 ISBN 13: 9781835086315

Verlag: Packt Publishing, 2024

Inhaltsangabe

Unlock the full potential of Streamlit and become a master of web app development, from setup to deployment, with practical guidance, advanced techniques, and real-world examples

Key Features

• Identifying main issues of a problem and crafting a dedicated application skeleton with Streamlit
• Understanding the logic behind Streamlit's widgets and components to implement any kind of web app
• Managing web applications development leveraging Streamlit Cloud service easily and with no pain

Book Description

This book provides a comprehensive guided tour to craft and deploy simple and sophisticated web applications from scratch using Streamlit. Through hands-on exercises and realistic examples, readers will gain all the abilities essential to generate any type of web application, from fundamental to sophisticated, and dispatch them on the cloud.

From comprehending Streamlit's central principles and modules to mastering basic features and widgets to very advanced skills to deal with databases, hashes, sessions, multipages, readers will transform into experts easily and rapidly.

Initially, fundamental concepts and elements are examined, including operation systems virtualization, IDEs, development environment, widgets, scripting, web apps anatomy. Readers will then develop some real web apps to consolidate and expand their knowledge. Gradually, readers will build more complex apps, incorporating features like natural language processing, computer vision, dashboards with interactive charts, file uploading, and much more.

The book culminates with the implementation advanced skills and deployment techniques.

What you will learn

• Learn to create web apps using Streamlit and deploy them on the cloud
• Gain deep theoretical and practical knowledge of Streamlit
• Use themes and allow customization
• Include advanced features like login, signup, file uploaders, database connections
• Create a catalogue of scripts and routines to implement new web apps
• Become fully autonomous and able to quickly use new Streamlit features

Who this book is for

Developers already familiar with coding or IT passionates will be able to create new beautiful and easy-to-use web applications just by leveraging pure Python. This book teaches how to build web apps using Streamlit, an amazing framework that requires just a little Python knowledge and nothing more. Anybody that already knows how to create good performing programs will be able to change an isolated command line tool into an incredibly useful and good-looking web app living on the cloud. No excuses for developers, all their code is magically becoming a real web application!

Table of Contents

1. Getting to Know Streamlit – A Brief Overview
2. Setting Up the Python Coding Environment
3. Exploring Streamlit's Features and Functionality
4. Streamlit Essentials – Configuring the Environment, Managing Packages, and More
5. Organizing and Displaying Content with Columns, Expanders, and NLP Techniques
6. Implementing NLP Techniques for Text Analysis and Processing in Streamlit
7. Sharing and Deploying Your Apps on the Cloud Using Streamlit Share
8. Advanced Environment Setup and Package Management for Building an AI-Powered Web App
9. Optimizing Streamlit Web App UX with Customization and UI Features
10. Utilizing Pretrained Models for Creating Specialized and Personalized Web Applications
11. Deploying and Managing Complex Libraries on Streamlit Share
12. Smart File Uploading – Advanced Techniques for Professional Web Applications
13. Creating a Secure Login and Signup Process for Web Applications

(N.B. Please use the Look Inside option to see further chapters)

Über diesen Titel

Über die Autorin bzw. den Autor

Rosario Moscato has a master's degree in electronic engineering, a second level master in internet software design and a first level master's in science and faith. In about 25 years of experience, he has worked on innovative technology development in Europe and Asia. Recently, his interests have been focused exclusively on AI, pursuing the goal of making every business extremely competitive and analyzing the ethical implications deriving from the new scenarios that these disciplines open. Rosario has authored two books, and he is a speaker at international research centres and conferences as well as a trainer and technical/scientific consultant. Currently, he is working as CTO with one of the oldest AI companies in Italy.

Von der hinteren Coverseite

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 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 Book 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 learnDevelop 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 Who this book is for This 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 Overview Setting Up the Python Coding Environment Exploring Streamlit's Features and Functionality Streamlit Essentials - Configuring the Environment, Managing Packages, and More Organizing and Displaying Content with Columns, Expanders, and NLP Techniques Implementing NLP Techniques for Text Analysis and Processing in Streamlit Sharing and Deploying Your Apps on the Cloud Using Streamlit Share Advanced Environment Setup and Package Management for Building an AI-Powered Web App Optimizing Streamlit Web App UX with Customization and UI Features Utilizing Pretrained Models to Create Specialized and Personalized Web Applications (N.B. Please use the Look Inside option to see further chapters)

Details zur Ausgabe

• Verlag: Packt Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 1835086314
• ISBN 13: 9781835086315
• Einband: Taschenbuch
• Anzahl der Seiten: 321
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: gpsr@libri.de; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Deutschland