Supervised Learning with scikit-learn
Course: DataCamp: Supervised Learning with scikit-learn This notebook was created as a reproducible reference. The material is from the course The course website uses scikit-learn...
Trenton McKinney
Titanic Missing Data Imputation Comparison
This is a reproduction of a Stack Overflow answer I provided. You will see that the two fill methods, groupby fillna with mean and random forest regressor, are within a couple of 1/100’s of a ...
Statistical Thinking in Python (Part 2)
Course: DataCamp: Statistical Thinking in Python (Part 2) This notebook is a reproducible reference. The material is from the course I completed the exercises If you find the content ben...
Introduction to Network Analysis in Python
Course: DataCamp: Introduction to Network Analysis in Python This notebook was created as a reproducible reference. The material is from the course I completed the exercises If you find ...
Interactive Data Visualization with Bokeh
Course: DataCamp: Interactive Data Visualization with Bokeh This notebook was created as a reproducible reference. The material is from the course I completed the exercises If you find t...
Comprehensive Guide to Data Visualization with Python
Introduction Course: DataCamp: Introduction to Data Visualization in Python Notebook Repository was created as a reproducible reference. Most of the material is from the course, but additio...
Joining Data in SQL
Course: DataCamp: Joining Data in SQL This notebook was created as a reproducible reference. The material is from the course I completed the exercises I installed and configured a Postgr...
Enhancing OCR Accuracy in Python with OpenCV and PyTesseract
Summary In this post, the use of Python-based tools such as OpenCV and PyTesseract for enhancing Optical Character Recognition (OCR) is explored, specifically targeting the issue of text recogniti...
Fraud Detection in Python
Course: DataCamp: Fraud Detection in Python This notebook was created as a reproducible reference. The material is from the course I completed the exercises If you find the content benef...
Statistical Thinking in Python (Part 1)
Introduction Course: DataCamp: Statistical Thinking in Python (Part 1) This notebook was created as a reproducible reference. The material is from the course, and I completed the exercises....