diff --git a/README.md b/README.md
index f8555e0c..35f446dd 100644
--- a/README.md
+++ b/README.md
@@ -106,7 +106,7 @@ _OSDSM Specialization: [Web Scraping & Crawling](https://github.com/datasciencem
  _Practical_
  * Programming Collective Intelligence [Book ```$27```](http://amzn.to/1mqxYqW)
  * Machine Learning for Hackers [ipynb / digital book](http://nbviewer.ipython.org/github/carljv/Will_it_Python/blob/master/MLFH/CH1/chapter1.ipynb)
- * Intro to scikit-learn, SciPy2013 [youtube tutorials](bit.ly/scikit-video-tuts)
+ * Intro to scikit-learn, SciPy2013 [youtube tutorials](http://bit.ly/scikit-video-tuts)
 
 * **Statistical Network Analysis & Modeling**
  * Probabilistic Programming and Bayesian Methods for Hackers [Github / Tutorials](http://bit.ly/ipnb-probabilisticprogramming)