Streamlit Essentials : From basics to advanced data app development
Book Details
Format
Paperback / Softback
ISBN-10
9365890829
ISBN-13
9789365890822
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
IN
Country of Publication
GB
Publication Date
Sep 3rd, 2024
Print length
298 Pages
Weight
502 grams
Dimensions
24.70 x 19.30 x 1.70 cms
Product Classification:
Computing & information technology
Ksh 5,400.00
Werezi Extended Catalogue
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Throughout the book, you will develop the skills needed to turn data insights into interactive visualizations, ensuring your projects are not only functional but also engaging.
Streamlit Essentials is a comprehensive guide aimed at helping you build interactive data applications using Python. With easy-to-use syntax, it allows developers to quickly build visualizations, dashboards, and machine learning models. This book is a practical guide to building data science applications using the Streamlit framework. It covers everything from installation to advanced topics like ML integration and deployment. With real-world projects and examples, you will learn how to use Streamlit''s widgets, styling, and data visualization tools to create dynamic real-time dashboards, containerize your applications with Docker, securely handle sensitive data, and deploy the applications on leading cloud platforms, all while building practical projects that can be added to enhance your portfolio.
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