Richards, Tyler
Streamlit for Data Science - Second Edition: Create interactive data apps in Python
- ISBN 13:
- 9781803248226
- author:
- Richards, Tyler
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2023
- Pages:
- 300
- Dimensions:
- 23.5 x 19.1 x 1.6 centimetres (0
- Genre:
- Computers, Server & Database, Data Warehousing,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Streamlit for Data Science is a comprehensive guide to creating interactive data apps with Python. This book shows you how to create and deploy data apps quickly, using Streamlit to showcase machine learning models and produce high-quality visualizations.
Written by a senior data scientist at Snowflake, this fully updated second edition covers the practical aspects of Streamlit, including connecting to data warehouses, integrating Hugging Face and OpenAI models, and building apps on top of Streamlit databases. You'll start with the fundamentals of Streamlit and gradually build on this foundation to create interactive apps.
With this book, you'll learn how to create machine learning apps with random forest, Hugging Face, and GPT-3.5 turbo models, and gain insight into how experts use Streamlit. The book includes hands-on exercises and a fully updated code repository on GitHub to help you practice your skills.
Related Products
Related Products
Data Science (Data Science)
Kelleher, John D.
Data Science from Scratch: First Principles with Python
Grus, Joel
Data Science For Dummies
Pierson, Lillian
AI & Data Literacy: Empowering Citizens of Data Science
Schmarzo, Bill
Python for Everybody: Exploring Data in Python 3
Severance, Dr. Charles Russell