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Streamlit for Data Science

You're reading from Streamlit for Data Science Create interactive data apps in Python

Product type Paperback

Published in Sep 2023

Publisher Packt

ISBN-13 9781803248226

Length 300 pages

Edition 2nd Edition

Languages

Python

Tools

Streamlit

Concepts

Data Science

Author (1):

Tyler Richards

View More author details

Table of Contents (15) Chapters

Preface

1. An Introduction to Streamlit

2. Uploading, Downloading, and Manipulating Data FREE CHAPTER

3. Data Visualization

4. Machine Learning and AI with Streamlit

5. Deploying Streamlit with Streamlit Community Cloud

6. Beautifying Streamlit Apps

7. Exploring Streamlit Components

8. Deploying Streamlit Apps with Hugging Face and Heroku

9. Connecting to Databases

10. Improving Job Applications with Streamlit

11. The Data Project – Prototyping Projects in Streamlit

12. Streamlit Power Users

13. Other Books You May Enjoy

14. Index

Technical requirements

The following is a list of software and hardware installations that are required for this chapter:

Snowflake account: To get a Snowflake account, go to (https://signup.snowflake.com/) and start a free trial.
Snowflake Python Connector: The Snowflake Python Connector allows you to run queries from Python. If you installed the requirements for this book, then you already have the library. If not, pip install snowflake-connector-python to get started.
BigQuery account: To get a BigQuery account, go to (https://console.cloud.google.com/bigquery) and start a free trial.
BigQuery Python Connector: BigQuery also has a Python Connector that works the same way as the Snowflake Python Connector does! It also is in the requirements file that you installed at the beginning of the book, but you can also pip install google-cloud-bigquery if you do not have the library yet.

Now that we have everything set up, let’s begin!

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Authors (1)

Tyler Richards

Tyler Richards

Tyler Richards is a senior data scientist at Snowflake, working on a variety of Streamlit-related projects. Before this, he worked on integrity as a data scientist for Meta and non-profits like Protect Democracy. While at Facebook, he launched the first version of this book and subsequently started working at Streamlit, which was acquired by Snowflake early in 2022.

See other products by Tyler Richards

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