Python-bloggers

This is part two of our three part series Part 1: Python API deployment with RStudio Connect: Flask Part 2: Python API deployment with RStudio Connect: FastAPI (this post) Part 3: Python API deployment with RStudio Connect: Streamlit (to be published) RStudio Connect is a platform which is well known for providing the ...

Appsilon prides itself on building the best Shiny dashboards. So naturally, when Posit (RStudio) announced Shiny for Python (PyShiny) we got very excited. And of course, we had to try it out for ourselves with a Shiny for Python demo. We’ll cover our initial thoughts, but if you want ...

This is just a small collection of common error messages and solutions that we encounter when using Python. Python Troubleshooting Q&A 1. Pyfolio - AttributeError: 'numpy.int64' object has no attribute 'to_pydatetime' ...

Naive Bayes is an algorithm that is commonly used with text classification. However, it can also be used for separating observations into multiple categories. In this video, we will look at a simple example of the use of Naive Bayes in Python.

This is part one of our three part series Part 1: Python API deployment with RStudio Connect: Flask (this post) Part 2: Python API deployment with RStudio Connect: FastAPI (to be published) Part 3: Python API deployment with RStudio Connect: Streamlit (to be published) RStudio recently announced they are changing to Posit. Their ...

We would posit (see what we did there) that R-{shiny} has been a boon for data science practitioners using the R language over the last decade. We know that in our Python work, we have certainly been clamouring for something of the same ilk. And whilst there are other ...

I would like to share what I have found to be a very effective personal Jupyter workflow for data science development. Jupyter (nee IPython) workbooks are JSON documents that allow a data scientist to mix: code, markdown, results, images, and graphs. They are a great contribution to scientific reproducibility, as […]

Customer churn and data science Customer churn is a major concern for any business. It is the process of customers leaving their service provider for a competitor’s service. This can be due to many different reasons, including financial constraints, poor customer experience, or just general dissatisfaction with the company. ...