Web App Development Made Simple With Streamlit

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Web App Development Made Simple With Streamlit

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Author : Rosario Moscato
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-02-09

Web App Development Made Simple With Streamlit written by Rosario Moscato and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-09 with Computers categories.

Unlock the full potential of Streamlit, mastering web app development from setup to deployment with practical guidance, advanced techniques, and real-world examples Key Features 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 Book 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 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 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.

Building Production Grade Web Applications With Supabase

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Author : David Lorenz
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-08-09

Building Production Grade Web Applications With Supabase written by David Lorenz and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-09 with Computers categories.

Craft resilient web applications with Supabase by leveraging advanced features such as authentication, data and user management, and seamless AI integration using its powerful Postgres infrastructure Key Features Learn how to integrate Supabase and Next.js to create powerful and scalable web apps Explore real-world scenarios with a multi-tenant ticket system Master real-time data handling, secure file storage, and application security enhancement, while discovering the full potential of the database beyond holding data Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDiscover the powerful capabilities of Supabase, the cutting-edge, open-source platform flipping the script on backend architecture. Guided by David Lorenz, a battle-tested software architect with over two decades of development experience, this book will transform the way you approach your projects and make you a Supabase expert. In this comprehensive guide, you'll build a secure, production-grade multi-tenant ticket system, seamlessly integrated with Next.js. You’ll build essential skills for effective data manipulation, authentication, and file storage, as well as master Supabase's advanced capabilities including automating tasks with cron scheduling, performing similarity searches with artificial intelligence, testing your database, and leveraging real-time updates. By the end of the book, you'll have a deeper understanding of the platform and be able to confidently utilize Supabase in your own web applications, all thanks to David's excellent expertise.What you will learn Explore essential features for effective web app development Handle user registration, login/logout processes, and user metadata Navigate multi-tenant applications and understand the potential pitfalls and best practices Discover how to implement real-time functionality Find out how to upload, download, and manipulate files Explore preventive measures against data manipulation and security breaches, ensuring robust web app security Increase efficiency and streamline task automation through personalized email communication, webhooks, and cron jobs Who this book is for This book is for developers looking for a hassle-free, universal solution to building robust apps using Supabase and its integration libraries. While a basic understanding of JavaScript is useful, it’s not essential as the book focuses on Supabase for creating high-performance web apps using Next.js. Experienced professionals from non-JavaScript backgrounds will find this book useful. Familiarity with Postgres, although helpful, is not mandatory as the book explains all the SQL statements used.

Web Application Development With Streamlit

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Author : Mohammad Khorasani
language : en
Publisher: Apress
Release Date : 2022-08-27

Web Application Development With Streamlit written by Mohammad Khorasani and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-27 with Computers categories.

Transition from a back-end developer to a full-stack developer with knowledge of all the dimensions of web application development, namely, front-end, back-end and server-side software. This book provides a comprehensive overview of Streamlit, allowing developers and programmers of all backgrounds to get up to speed in as little time as possible. Streamlit is a pure Python web framework that will bridge the skills gap and shorten development time from weeks to hours. This book walks you through the complete cycle of web application development, from an introductory to advanced level with accompanying source code and resources. You will be exposed to developing basic, intermediate, and sophisticated user interfaces and subsequently you will be acquainted with data visualization, database systems, application security, and cloud deployment in Streamlit. In a market with a surplus demand for full stack developers, this skill set could not possibly come at a better time. In one sentence, Streamlit is a means for the empowerment of developers everywhere and all stand to gain from it. What You’ll Learn Mutate big data in real-time Visualize big data interactively Implement web application security and privacy protocols Deploy Streamlit web applications to the cloud using Streamlit, Linux and Windows servers Who is this Book for? Developers with solid programming experience wanting to learn Streamlit; Back-end developers looking to upskill and transition to become a full-stack developers; Those who wish to learn and become more acquainted with data visualization, database systems, security and cloud deployment with Steamlit

Streamlit For Web Development

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Author : Mohammad Khorasani
language : en
Publisher: Springer Nature
Release Date : 2025-11-19

Streamlit For Web Development written by Mohammad Khorasani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-19 with Computers categories.

Transition from a back-end developer to a full-stack developer with knowledge of all the dimensions of web application development, namely, front-end, back-end and server-side software. In this new edition, Streamlit for Web Development, provides a comprehensive overview of Streamlit, allowing developers and programmers of all backgrounds to get up to speed in as little time as possible. Streamlit is a pure Python web framework that will bridge the skills gap and shorten development time from weeks to hours. This book walks you through the complete cycle of web application development, from an introductory to advanced level with accompanying source code and resources. You will be exposed to developing basic, intermediate, and sophisticated user interfaces and subsequently you will be acquainted with data visualization, database systems, application security, and cloud deployment in Streamlit. In a market with a surplus demand for full stack developers, this skill set could not possibly come at a better time. In one sentence, Streamlit is a means for the empowerment of developers every-where and all stand to gain from it. You Will: Learn how to mutate big data in real-time Understand how to visualize big data interactively Implement web application security and privacy protocols How to successfully deploy Streamlit web applications to the cloud using Streamlit, Linux and Windows servers New For This Edition: Covers updates from the Streamlit 1.4 release Showcases Streamlit's latest UI features Expands on the use and development of Streamlit Components Introduces new chapters on unit testing and integrating AI with Streamlit Demonstrates the implementation of LLMs, chatbots, and generative AI applications Who is this Book for? Developers with solid programming experience wanting to learn Streamlit; Back-end developers looking to upskill and transition to become a full-stack developers; Those who wish to learn and become more acquainted with data visualization, database systems, security and cloud deployment with Streamlit

Getting Started With Streamlit For Data Science

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Author : Tyler Richards
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-08-20

Getting Started With Streamlit For Data Science written by Tyler Richards and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-20 with Computers categories.

Create, deploy, and test your Python applications, analyses, and models with ease using Streamlit Key Features Learn how to showcase machine learning models in a Streamlit application effectively and efficiently Become an expert Streamlit creator by getting hands-on with complex application creation Discover how Streamlit enables you to create and deploy apps effortlessly Book DescriptionStreamlit shortens the development time for the creation of data-focused web applications, allowing data scientists to create web app prototypes using Python in hours instead of days. Getting Started with Streamlit for Data Science takes a hands-on approach to helping you learn the tips and tricks that will have you up and running with Streamlit in no time. You'll start with the fundamentals of Streamlit by creating a basic app and gradually build on the foundation by producing high-quality graphics with data visualization and testing machine learning models. As you advance through the chapters, you’ll walk through practical examples of both personal data projects and work-related data-focused web applications, and get to grips with more challenging topics such as using Streamlit Components, beautifying your apps, and quick deployment of your new apps. By the end of this book, you’ll be able to create dynamic web apps in Streamlit quickly and effortlessly using the power of Python.What you will learn Set up your first development environment and create a basic Streamlit app from scratch Explore methods for uploading, downloading, and manipulating data in Streamlit apps Create dynamic visualizations in Streamlit using built-in and imported Python libraries Discover strategies for creating and deploying machine learning models in Streamlit Use Streamlit sharing for one-click deployment Beautify Streamlit apps using themes, Streamlit Components, and Streamlit sidebar Implement best practices for prototyping your data science work with Streamlit Who this book is for This book is for data scientists and machine learning enthusiasts who want to create web apps using Streamlit. Whether you’re a junior data scientist looking to deploy your first machine learning project in Python to improve your resume or a senior data scientist who wants to use Streamlit to make convincing and dynamic data analyses, this book will help you get there! Prior knowledge of Python programming will assist with understanding the concepts covered.

Build Python Web Apps With Streamlit

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Author : Aneev Kochakadan
language : en
Publisher: Simon and Schuster
Release Date : 2026-02-23

Build Python Web Apps With Streamlit written by Aneev Kochakadan and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-02-23 with Computers categories.

Build amazing web apps with Streamlit and Python! The Streamlit framework empowers Python developers to build web applications quickly without writing a single line of HTML, CSS, or JavaScript. Build Python Web Apps with Streamlit lays out everything you need to quickly transform your app ideas into fully-fledged web applications using nothing but Python and your imagination. In Build Python Web Apps with Streamlit you'll learn how to: • Write web apps in pure Python • Prototype ideas into proof-of-concept in minutes • Build awesome front ends for AI apps and data visualizations • Deploy Streamlit apps in a variety of environments There’s no need to switch stacks just to add a web front-end to a Python application. This easy to use, lightweight toolkit is perfect for putting a friendly UI on an AI model or creating an interactive data dashboard. About the book Build Python Web Apps with Streamlit teaches you how to build great web and front-ends using the Streamlit framework and Python. You'll start with the basics by creating a password validator and a simple to-do list app. Then, you’ll progressively build your skills all the way to developing an executive dashboard, an AI chatbot, and an LLM-based searchable knowledge base. You’ll love the crystal-clear explanations and the interesting hands-on projects as you develop your Streamlit skills step by step. About the reader For Python programmers. No web app or AI skills required. About the author Aneev Kochakadan is a software engineer with a diverse background, from designing online transactional services and developing data pipelines to business intelligence and data interpretation. Aneev has refined his expertise at industry leaders like Google and Stripe

Mastering Web Development With Streamlit

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Author : Jaxon C Winslow
language : en
Publisher: Independently Published
Release Date : 2025-11-09

Mastering Web Development With Streamlit written by Jaxon C Winslow and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-09 with Education categories.

MASTERING WEB DEVELOPMENT WITH STREAMLIT is your complete guide to building powerful, interactive, and data-driven web applications - all with pure Python. Forget front-end complexity. Forget juggling HTML, CSS, and JavaScript. With Streamlit, you can turn your Python scripts into stunning, shareable web apps in minutes. This book takes you beyond the basics and shows you exactly how to design, automate, and deploy production-ready applications that stand out in performance and presentation. Whether you're a data scientist, analyst, machine learning engineer, or Python enthusiast, this hands-on guide will walk you through every step - from setting up your environment to publishing enterprise-level dashboards and AI-powered interfaces. You'll learn how to: Build sleek, interactive apps using widgets, forms, and real-time dashboards Display and manipulate data, charts, and media effortlessly Connect Streamlit to databases, APIs, AI models, and automation workflows Implement state management, caching, and background task execution for scalability Deploy apps seamlessly on Streamlit Cloud, AWS, Azure, and Heroku Extend Streamlit with custom components, plugins, and LangChain-powered AI tools Secure your applications with version control, secrets management, and user authentication Each chapter is designed to be practical, insightful, and immediately actionable - blending clean examples with professional best practices used by industry experts. By the end, you'll not only master Streamlit's capabilities but also understand how to architect complete systems that are fast, intelligent, and ready to deploy. Whether you aim to automate your workflows, build data dashboards, or launch AI-powered products, this book is your roadmap to mastering modern web development - the Streamlit way.

Full Stack Made Simple

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Author : Seth A Adams
language : en
Publisher: Independently Published
Release Date : 2025-11-12

Full Stack Made Simple written by Seth A Adams and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-12 with Computers categories.

Book Description Unlock the power to build, create, and launch real web applications-from the ground up. Full Stack Development Made Simple is your complete roadmap to mastering both frontend and backend development, written in a clear, practical, and engaging style that turns complex concepts into real, actionable skills. Whether you're a complete beginner or a self-taught coder looking to go pro, this book gives you everything you need to become a confident full stack developer. You'll start with the essentials-understanding how the web truly works, setting up your tools, and writing your first lines of code-and quickly progress to building complete, dynamic applications that connect to databases, handle APIs, and run seamlessly online. Each chapter is designed to build your knowledge step-by-step, combining theory with real coding practice. You'll learn how to structure web pages with HTML, style them with CSS, and make them interactive with JavaScript. You'll explore frameworks like React, backend systems using Node.js and Express, and database connections with MongoDB-all explained in a way that's easy to grasp, yet rich in professional insight. By the end of this book, you won't just understand full stack development-you'll live it. You'll know how to build production-ready apps, debug with confidence, manage code with Git and GitHub, deploy your projects to platforms like Vercel or AWS, and think like a developer who can turn any idea into a functional, scalable solution. What sets this book apart is its balance of clarity and depth. It doesn't overwhelm you with theory or drown you in jargon. Instead, it walks you through the mindset, tools, and real workflows of modern developers. You'll not only master the technical side of coding but also learn how to organize projects, plan for scalability, and grow as a professional in the ever-evolving tech industry. If you've ever wanted to stop watching tutorials and start building real applications, this book will take you there. The lessons you'll learn here don't expire-they evolve with you, preparing you for future technologies and giving you the confidence to tackle any challenge in software development. Your path to becoming a skilled full stack developer starts here. Once you open this book, you won't just be reading about how technology works-you'll be creating it. Build. Deploy. Grow. The future of development begins with you.

Streamlit For Data Science

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Author : Tyler Richards
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-09-29

Streamlit For Data Science written by Tyler Richards and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-29 with Computers categories.

An easy-to-follow and comprehensive guide to creating data apps with Streamlit, including how-to guides for working with cloud data warehouses like Snowflake, using pretrained Hugging Face and OpenAI models, and creating apps for job interviews. Key Features Create machine learning apps with random forest, Hugging Face, and GPT-3.5 turbo models Gain an insight into how experts harness Streamlit with in-depth interviews with Streamlit power users Discover the full range of Streamlit’s capabilities via hands-on exercises to effortlessly create and deploy well-designed apps Book DescriptionIf you work with data in Python and are looking to create data apps that showcase ML models and make beautiful interactive visualizations, then this is the ideal book for you. Streamlit for Data Science, Second Edition, shows you how to create and deploy data apps quickly, all within Python. This helps you create prototypes in hours instead of days! Written by a prolific Streamlit user and senior data scientist at Snowflake, this fully updated second edition builds on the practical nature of the previous edition with exciting updates, including connecting Streamlit to data warehouses like Snowflake, integrating Hugging Face and OpenAI models into your apps, and connecting and building apps on top of Streamlit databases. Plus, there is a totally updated code repository on GitHub to help you practice your newfound skills. You'll start your journey with the fundamentals of Streamlit and gradually build on this foundation by working with machine learning models and producing high-quality interactive apps. The practical examples of both personal data projects and work-related data-focused web applications will help you get to grips with more challenging topics such as Streamlit Components, beautifying your apps, and quick deployment. By the end of this book, you'll be able to create dynamic web apps in Streamlit quickly and effortlessly.What you will learn Set up your first development environment and create a basic Streamlit app from scratch Create dynamic visualizations using built-in and imported Python libraries Discover strategies for creating and deploying machine learning models in Streamlit Deploy Streamlit apps with Streamlit Community Cloud, Hugging Face Spaces, and Heroku Integrate Streamlit with Hugging Face, OpenAI, and Snowflake Beautify Streamlit apps using themes and components Implement best practices for prototyping your data science work with Streamlit Who this book is for This book is for data scientists and machine learning enthusiasts who want to get started with creating data apps in Streamlit. It is terrific for junior data scientists looking to gain some valuable new skills in a specific and actionable fashion and is also a great resource for senior data scientists looking for a comprehensive overview of the library and how people use it. Prior knowledge of Python programming is a must, and you’ll get the most out of this book if you’ve used Python libraries like Pandas and NumPy in the past.

Flask Made Simple

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Author : Somnath Mukherjee
language : en
Publisher: Notion Press
Release Date : 2025-01-09

Flask Made Simple written by Somnath Mukherjee and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-09 with Education categories.

Welcome to "Flask: A Beginner's Guide to Web Development." This book is designed to be your entry point into the world of web application development using Flask, one of Python's most popular and accessible web frameworks. Whether you are a complete beginner to programming or someone with experience in other fields looking to expand your skills into web development, this book has been crafted with you in mind. Flask stands out among web frameworks for its simplicity and flexibility. It empowers developers to build robust web applications with minimal setup, making it an excellent choice for beginners. By learning Flask, you will not only gain an understanding of the framework itself but also develop essential skills in web development, including routing, templates, databases, and APIs. The journey through this book is structured to provide a hands-on learning experience. Each chapter introduces core concepts with clear explanations, followed by practical examples and projects that you can build and expand upon. By the end of the book, you will have a solid foundation in Flask and the confidence to create your own web applications. I believe that learning is most effective when it is both engaging and purposeful. That is why this book emphasizes building real-world applications that solve actual problems.