medium_jupyter_notes

Example of code and models built for Medium articles

1. 7 idioms to acquire missing values every data scientist should know.

• Link to the notebook
• Article on the Medium
• Wine review dataset on Kaggle

2. Quick intro to geolocations and geocodes in Python

• Link to the notebook
• Article on the Medium

3. Geolocations and geocodes instrument set for data analysis

• Link to the notebook
• Article on the Medium

4. How to build and apply Naive Bayes classificator for spam filtering

• Link to the notebook
• Article on the Medium
• Messages dataset

5. Dive into Foursquare API in the search of geodata

• Link to the notebook
• Article on the Medium

6. 10 tiny idioms for Python collections and data structures

• Link to the notebook
• Article on the Medium

7. Not for the data science only: Generate matrices together with NumPy

• Link to the notebook
• Article on the Medium

8. Comparing a variety of Naive Bayes algorithms

• Link to the notebook
• Article on the Medium
• Messages dataset

9. 10 Python tricks and scripts for strings transformation and decomposing

• Link to the notebook
• Article on the Medium

10. 5 Simple Python Ways to Open and Read Your Dataset

• Link to the notebook
• Article on the Medium
• Messages dataset

11. Can Python dataviz libraries reproduce the Tableau worksheet?

• Link to the notebook
• Tableau worksheets
• Article on the Medium
• Kickstarter projects dataset on Kaggle