You're reading from Getting Started with Streamlit for Data Science Create and deploy Streamlit web applications from scratch in Python

Product type Paperback

Published in Aug 2021

Publisher Packt

ISBN-13 9781800565500

Length 282 pages

Edition 1st Edition

Languages

Python

Tools

Streamlit

Concepts

Data Science

Author (1):

Tyler Richards

Preface

1. Section 1: Creating Basic Streamlit Applications

2. Chapter 1: An Introduction to Streamlit FREE CHAPTER

3. Chapter 2: Uploading, Downloading, and Manipulating Data

4. Chapter 3: Data Visualization

5. Chapter 4: Using Machine Learning with Streamlit

6. Chapter 5: Deploying Streamlit with Streamlit Sharing

7. Section 2: Advanced Streamlit Applications

8. Chapter 6: Beautifying Streamlit Apps

9. Chapter 7: Exploring Streamlit Components

10. Chapter 8: Deploying Streamlit Apps with Heroku and AWS

11. Section 3: Streamlit Use Cases

12. Chapter 9: Improving Job Applications with Streamlit

13. Chapter 10: The Data Project – Prototyping Projects in Streamlit

14. Chapter 11: Using Streamlit for Teams

15. Chapter 12: Streamlit Power Users

16. Other Books You May Enjoy

Technical requirements

Here is a list of installments required for this chapter:

Heroku account: Heroku is a popular platform that data scientists and software engineers use to host their applications, models, and APIs (application programming interfaces), and is owned by Salesforce. To get a Heroku account, please head over to https://signup.heroku.com to make your free account.
Heroku Command-Line Interface (CLI): To use Heroku effectively, we will need to download the Heroku CLI, which will allow us to run Heroku commands. To download this, please follow the instructions listed here: https://devcenter.heroku.com/articles/heroku-cli.
Amazon Web Services (AWS) account: Before we can use AWS, we first need to sign up for our own Amazon account, which you can do at https://aws.amazon.com/free. Thankfully, there is a generous free tier available for students with .edu accounts, for start-up founders and entrepreneurs, and also for non-profits. Once you do...

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