Summary

This chapter is the most application-focused chapter we have created so far. We have focused heavily on job applications and the application cycle for data science and machine learning interviews. Additionally, we have learned how to password protect our applications, how to create applications that prove to recruiters and data science hiring managers that we are the skilled data scientists that we know we are, and how to stand out in take-home data science interviews by creating Streamlit apps. The next chapter will focus on Streamlit as a toy, and you will learn how to create public-facing Streamlit projects for the community.