Statistical Learning

HarvardX Gitbooks available

Both capstones for the HarvardX certificates are now available. Just click on the Projects link! If Gitbooks are not your thing, at the top of their main page, there is a download link to a pdf version.

HarvardX Final Report - LendingClub dataset

After 3 months of work, the final report for the HarvardX Data Science course was submitted. It is based on the LendingClub dataset. LendingClub is a peer-2-peer lender. This is a matching of private borrowers and investors.

Quick Thought: Universal translator and same language translator

Quick Thoughts are random thoughts looking for comments Let’s imagine a universal translator able to translate any language to any language. Sourcing a corpus of pair translation is a major hurdle.

HarvardX Data Science course - First final project

I recently finished to penultimate final assignment for the HarvardX Data Science course. The Stanford course was clearly machine learning. This one is definitely lighter on the machine learning and much heavier on the data science: how to source, clean and visualise data are key skills.

Stanford Online - Machine Learning C229

Review Exercises and grading Summary Review I recently completed the Stanford online version of the Machine Learning CS229 course taught by Andrew Ng. There is no need to introduce this course which has reached stardom.