Data Science

Understanding "Learning"


Linear Regression with Gradient Descent

Solving a linear regression problem with Gradient Descent optimization algorithm to better understand learning…

Logistic Regression with Gradient Descent

Solving a logistic regression problem with Gradient Descent to get a better understanding of "learning"...

Gradient Descent Visualization with ggplot2

See how iteration works.

Reviews


Data Science Specialization - Coursera

Review of Data Science Specialization in Coursera

Data Visualization


Flight Map with ggplot2

A data visuazliation tutorial with ggplot2