Category Archives for "Data Science"

1 deep learning pytorch transformers Language Generation r python

Natural Language Generation with R (sort of)

Introduction “Loyal employees are your best brand ambassadors.” This is the kind of message that gets re-posted and re-shared on LinkedIn. The only exception in this case: a computer program generated this quote. I got tired of seeing the superficial posts on LinkedIn, so I thought I would experiment with natural language generation to create my […]

Continue reading
1 book-review-prediction-machines-ai

Book Review: Prediction Machines

I had been searching for a book that explained the various artificial intelligence related terms in a very reader-friendly way, and I think I found it: Prediction Machines by Agrawal et. al.  Update: Joshua Gans, one of the authors of this book, kindly answered some questions I asked him. Read the Q&A. The book starts […]

Continue reading

How to Create Automated Analysis Using R?

Have you found yourself repeating the same analysis for different groups in your data? And have you wondered about a better way of doing so in R? I have this problem often. RMarkdown, knitr, and RStudio make generating such automated reports very easy. You need two things: A parent file for data prep, loading libraries […]

Continue reading
data science Artificial Intelligence for good

Data Science and Artificial Intelligence for Good

Artificial Intelligence can learn and tell jokes:Credit: Janelle Shane, in its free time, AI helps businesses increase revenue and customers.Applications of AI and machine learning in the for-profit world are our signals to what’s about to happen in the non-profit world. If you haven’t seen the current applications in the business world, I recommend […]

Continue reading