Build Python Web Apps with Streamlit: AI and Data Applications in Minutes
暫譯: 使用 Streamlit 建立 Python 網頁應用程式：幾分鐘內開發 AI 與數據應用程式
Kochakadan, Aneev
商品描述
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
- 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
商品描述(中文翻譯)
使用 Streamlit 和 Python 建立驚人的網頁應用程式！
Streamlit 框架使 Python 開發者能夠快速建立網頁應用程式，而無需撰寫任何 HTML、CSS 或 JavaScript 的程式碼。使用 Streamlit 建立 Python 網頁應用程式 提供了您所需的一切，讓您能夠迅速將應用程式構想轉化為完整的網頁應用程式，僅需使用 Python 和您的想像力。 在 使用 Streamlit 建立 Python 網頁應用程式 中，您將學會如何： - 使用純 Python 撰寫網頁應用程式- 在幾分鐘內將構想原型化為概念驗證
- 為 AI 應用程式和數據可視化建立出色的前端
- 在各種環境中部署 Streamlit 應用程式 無需切換技術堆疊即可為 Python 應用程式添加網頁前端。這個易於使用、輕量級的工具包非常適合為 AI 模型提供友好的用戶介面或創建互動式數據儀表板。 關於本書 使用 Streamlit 建立 Python 網頁應用程式 教您如何使用 Streamlit 框架和 Python 建立出色的網頁和前端。您將從創建密碼驗證器和簡單的待辦事項應用程式開始學習基本知識。然後，您將逐步提升技能，最終開發出高管儀表板、AI 聊天機器人和基於 LLM 的可搜尋知識庫。您將喜愛清晰明瞭的解釋和有趣的實作專案，隨著步步提升您的 Streamlit 技能。 關於讀者 適合 Python 程式設計師。無需網頁應用程式或 AI 技能。 關於作者 Aneev Kochakadan 是一位擁有多元背景的軟體工程師，從設計線上交易服務和開發數據管道到商業智慧和數據解釋。Aneev 在 Google 和 Stripe 等行業領導者中精煉了他的專業知識。
作者簡介
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.
作者簡介(中文翻譯)
Aneev Kochakadan 是一位擁有多元背景的軟體工程師，專注於設計線上交易服務、開發數據管道、商業智慧及數據解釋。Aneev 在 Google 和 Stripe 等業界領導者中磨練了他的專業技能。
