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Web App Development Made Simple with Streamlit: An essential guide for web developers to effortless web app development, deployment and scalability

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Book Details
Language
English
Publishers
Packt Publishing - ebooks Account; 1st edition (11 Mar. 2024)
Weight
0.6 KG
Publication Date
09/02/2024
ISBN-10
1835086314
Pages
321 pages
ISBN-13
9781835086315
Dimensions
23.5 x 19.1 x 1.85 cm
SKU
9781835086315
Author Name
Rosario Moscato (Author)
Rosario Moscato is an Artificial Intelligence professional with a very long and strong experience in countless projects. He got a master’s degree in electronic engineering (Federico II University, Naples) as well as a post-graduate master in internet software design (CEFRIEL, Milan). He also has a diploma in apologetics (Pontifical Athenaeum Regina Apostolorum, Rome) and a master’s degree in science and faith (Pontifical Athenaeum Regina Apostolorum, Rome). Rosario has gained about 25 years of experience, always focusing his attention on the development and fine-tuning of the most innovative technologies in various international companies in Europe and Asia, covering various highly technical, commercial, and business development roles.In recent years, his interest has focused exclusively on the goal of enhancing and making every business extremely competitive by introducing and supporting machine and deep learning technologies, and analyzing the ethical and philosophical implications deriving from the new scenarios that these disciplines open up. Rosario has authored some books, and he is a speaker at international research centers and conferences as well as a trainer and technical/scientific consultant on the huge and changing world of AI. Currently, he is working as a CTO with one of the oldest AI companies in Italy.Read more about this authorRead less about this author
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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 painBook 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 featuresWho 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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