Web Application Development with Streamlit: Develop and Deploy Secure and Scalable Web Applications to the Cloud Using a Pure Python Framework (Paperback)
Khorasani, Mohammad, Abdou, Mohamed, Hernández Fernández, Javier
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商品描述
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
商品描述(中文翻譯)
從後端開發人員轉變為全端開發人員，具備網頁應用程式開發的各個維度知識，包括前端、後端和伺服器端軟體。本書提供了對Streamlit的全面概述，讓各種背景的開發人員和程式設計師能夠在最短的時間內快速上手。
Streamlit是一個純Python的網頁框架，將填補技能差距，將開發時間從數週縮短到數小時。本書將引導您從入門到高級水平進行完整的網頁應用程式開發，並提供相應的原始碼和資源。您將學習開發基本、中級和複雜的使用者介面，並熟悉在Streamlit中進行資料視覺化、資料庫系統、應用程式安全性和雲端部署。
在對全端開發人員需求超過供應的市場中，這項技能絕對是時候學習了。總之，Streamlit是開發人員的賦能工具，每個人都能從中受益。
您將學到什麼：
- 即時變異大數據
- 互動式大數據視覺化
- 實施網頁應用程式安全性和隱私協議
- 使用Streamlit、Linux和Windows伺服器將Streamlit網頁應用程式部署到雲端
本書適合對Streamlit有興趣的開發人員，希望提升技能並轉型成全端開發人員的後端開發人員，以及希望學習並更熟悉Streamlit中的資料視覺化、資料庫系統、安全性和雲端部署的人士。
作者簡介
Mohammad Khorasani A hybrid of an engineer and a computer scientist with a Bachelor's of Science in Mechanical Engineering from Texas A&M Uni-versity, and a Master's in Computer Science from the University of Illinois at Urbana-Champaign. Mohammad specializes in developing and implement-ing software solutions for the advancement of renewable energy systems and services at Iberdrola. In addition, he develops robotic devices using embed-ded systems and rapid prototyping technologies. He is also an avid blog-ger of STEM related topics on Towards Data Science - a Medium publica-tion.
Mohamed Abdou A Software Engineer with diverse academic and indus-trial exposure. A graduate of Computer Engineering from Qatar Uni-versity, and currently a SDE at Amazon. Mohamed has built a variety of open source tools used by tens of thousands in the Streamlit commu-nity. He led the first Google Developer Student Club in Qatar, and rep-resented Qatar University in national and international programming contests. He is a a cyber security enthusiast, and was ranked 2nd nationwide in bug bounty hunting in Qatar in 2020 among under 25 year old's.
Javier Hernandez Fernandez specializes in the area of technology innovation and brings over twenty years of practical experience in overseeing the design and delivery of technological developments on behalf of multi-national compa-nies in the fields of IT, telecom, and utilities. He publishes extensively, speaks at conferences around the world, and spends his days wading through piles of academic papers in the hope of finding something interesting. He holds Mas-ters' degrees in both Energy Management and Project Management, in addition to a B.Sc. in Computer Science from the from the Faculty of Engineering of the University of Ottawa.
作者簡介(中文翻譯)
Mohammad Khorasani 是一位工程師和計算機科學家的混合體，擁有德克薩斯A＆M大學機械工程學士學位和伊利諾伊大學香檳分校的計算機科學碩士學位。Mohammad 專注於開發和實施可再生能源系統和服務的軟體解決方案，在 Iberdrola 公司工作。此外，他還使用嵌入式系統和快速原型技術開發機器人設備。他也是 Towards Data Science - 一個 Medium 的 STEM 相關主題博客作者。
Mohamed Abdou 是一位具有多元學術和工業背景的軟體工程師。他畢業於卡塔爾大學的計算機工程專業，目前在亞馬遜擔任軟體開發工程師。Mohamed 建立了許多開源工具，被 Streamlit 社區的數萬人使用。他領導了卡塔爾的第一個 Google 開發者學生俱樂部，並代表卡塔爾大學參加國內和國際編程競賽。他是一位熱衷於網絡安全的愛好者，在2020年的卡塔爾全國25歲以下漏洞獎金獵人排名第二。
Javier Hernandez Fernandez 專注於技術創新領域，擁有超過二十年的實踐經驗，負責監督跨國公司在IT、電信和公用事業領域的技術開發設計和交付。他廣泛發表文章，在世界各地的會議上演講，並花費大量時間閱讀學術論文，希望找到有趣的內容。他擁有能源管理和項目管理的碩士學位，以及渥太華大學工程學院的計算機科學學士學位。
