Machine learning and statistics with python

Introduction:    Photo by Luke Chesser on Unsplash If you are a data scientist and not an expert in web frameworks; many times you must have felt that you would like to have a program which would help you magically transform your data science application into a interactive data application. For what seemed like an eternity; there was no tool and we all had to create dashboards and what not to suffice for an interactive data app. But now the wait is over; as Streamlit is here.  what is streamlit? streamlit; as their official website tells, is the "fastest way to build and share data apps." Now as you are getting really excited; let me give you some more good news. Yes, you can use streamlit just as a python library because instead of being an app running software; streamlit data apps can be created just using the streamlit library. The apps run from your terminal on saying "streamlit run script_name.py" where the script_name.py is just a normal python script wher...