000			03082nam a22002657a 4500
003			OSt
005			20230725021021.0
008			230725b |||||||| |||| 00| 0 eng d
020			_a9781484277829
040			_c0
082			_a006.76 NOK
092			_20
100			_aNokeri, Tshepo Chris.
245			_aWEB APP DEVELOPMENT AND REAL-TIME WEB ANALYTICS WITH PYTHON : _b develop and integrate machine... learning algorithms into web apps _cTshepo Chris Nokeri (Author)
260			_aNew York, NY _bApress _c2022
500			_aIncludes index.
505			_aChapter 1: Tabulating Data and Constructing Static 2D and 3D Charts Chapter 2: Interactive Tabulation and Charting Chapter 3: Creating Functionality and Styling for Interactive Charts Chapter 4: Essentials of HTML Chapter 5: Python Web Frameworks and Apps Chapter 6: Dash Bootstrap Components Chapter 7: Styling and Theming a Web App Chapter 8: Building a Real-Time Web App Chapter 9: Basic Web App Authentication Chapter 10: Dash Into a Full Website Chapter 11: Integrating a Machine Learning Algorithm into a Web App Chapter 12: Deploying a Web App on the Cloud
520			_aLearn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps. Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, hell show you the key Python web frameworks and techniques for building web apps with them. Youll then see how to style web apps and incorporate themes, including interactive charts and tables to build dashboards, followed by a walkthrough of creating URL routes and securing web apps. Youll then progress to more advanced topics, like building machine learning algorithms and integrating them into a web app. The book concludes with a demonstration of how to deploy web apps in prevalent cloud platforms. Web App Development and Real-Time Web Analytics with Python is ideal for intermediate data scientists, machine learning engineers, and web developers, who have little or no knowledge about building web apps that implement bootstrap technologies. After completing this book, you will have the knowledge necessary to create added value for your organization, as you will understand how to link front-end and back-end development, including machine learning. You will: Create interactive graphs and render static graphs into interactive ones Understand the essentials of HTML, CSS, and Bootstrap Gain insight into the key Python web frameworks, and how to develop web applications using them Develop machine learning algorithms and integrate them into web apps Secure web apps and deploy them to cloud platforms.
650			_aPython (Computer program language)
650			_aApplication software _xDevelopment
650			_aWeb site development
843			_aPhotocopy
887			_2CamTech Library
942			_2ddc _cBK _n0
999			_c1239 _d1239