Web App Development Made Simple with Streamlit: An essential guide for web developers to effortless web app development, deployment and scalability
by: Rosario Moscato (Author)
Publisher:Packt Publishing - ebooks Account
Edition:1st
Publication Date: 11 Mar. 2024
Language:English
Print Length:321 pages
ISBN-10:1835086314
ISBN-13:9781835086315
Book Description
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 FeaturesIdentifying main issues of a problem and crafting a dedicated application skeleton with StreamlitUnderstanding the logic behind Streamlit's widgets and components to implement any kind of web appManaging web applications development leveraging Streamlit Cloud service easily and with no pain
Book DescriptionThis 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 learnLearn to create web apps using Streamlit and deploy them on the cloudGain deep theoretical and practical knowledge of StreamlitUse themes and allow customizationInclude advanced features like login, signup, file uploaders, database connectionsCreate a catalogue of scripts and routines to implement new web appsBecome fully autonomous and able to quickly use new Streamlit features
Who this book is forDevelopers 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 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 for Creating Specialized and Personalized Web ApplicationsDeploying and Managing Complex Libraries on Streamlit ShareSmart File Uploading – Advanced Techniques for Professional Web ApplicationsCreating a Secure Login and Signup Process for Web Applications(N.B. Please use the Look Inside option to see further chapters)
About the Author
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 FeaturesIdentifying main issues of a problem and crafting a dedicated application skeleton with StreamlitUnderstanding the logic behind Streamlit's widgets and components to implement any kind of web appManaging web applications development leveraging Streamlit Cloud service easily and with no pain
Book DescriptionThis 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 learnLearn to create web apps using Streamlit and deploy them on the cloudGain deep theoretical and practical knowledge of StreamlitUse themes and allow customizationInclude advanced features like login, signup, file uploaders, database connectionsCreate a catalogue of scripts and routines to implement new web appsBecome fully autonomous and able to quickly use new Streamlit features
Who this book is forDevelopers 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 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 for Creating Specialized and Personalized Web ApplicationsDeploying and Managing Complex Libraries on Streamlit ShareSmart File Uploading – Advanced Techniques for Professional Web ApplicationsCreating a Secure Login and Signup Process for Web Applications(N.B. Please use the Look Inside option to see further chapters)
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