diff --git a/README.md b/README.md
index b8ab62e..77037b9 100644
--- a/README.md
+++ b/README.md
@@ -1582,16 +1582,20 @@ You're never really done.
     - [ ] [Tensorflow Tutorials](https://www.tensorflow.org/versions/r0.11/tutorials/index.html)
     - [ ] [Practical Guide to implementing Neural Networks in Python](using Theano)])http://www.analyticsvidhya.com/blog/2016/04/neural-networks-python-theano/)
     - Courses:
-        - [ ] [Great starter course: Machine Learning](https://www.coursera.org/learn/machine-learning)
+        - [Great starter course: Machine Learning](https://www.coursera.org/learn/machine-learning)
               - [videos only](https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A4rycgrgOYma6zxF4BZGGPW)
               - see videos 12-18 for a review of linear algebra (14 and 15 are duplicates)
-        - [ ] [Neural Networks for Machine Learning](https://www.coursera.org/learn/neural-networks)
-        - [ ] [Google's Deep Learning Nanodegree](https://www.udacity.com/course/deep-learning--ud730)
-        - [ ] [Google/Kaggle Machine Learning Engineer Nanodegree](https://www.udacity.com/course/machine-learning-engineer-nanodegree-by-google--nd009)
-        - [ ] [Self-Driving Car Engineer Nanodegree](https://www.udacity.com/drive)
-        - [ ] [Metis Online Course ($99 for 2 months)](http://www.thisismetis.com/explore-data-science)
+        - [Neural Networks for Machine Learning](https://www.coursera.org/learn/neural-networks)
+        - [Google's Deep Learning Nanodegree](https://www.udacity.com/course/deep-learning--ud730)
+        - [Google/Kaggle Machine Learning Engineer Nanodegree](https://www.udacity.com/course/machine-learning-engineer-nanodegree-by-google--nd009)
+        - [Self-Driving Car Engineer Nanodegree](https://www.udacity.com/drive)
+        - [Metis Online Course ($99 for 2 months)](http://www.thisismetis.com/explore-data-science)
     - Resources:
-        - Great book: Data Science from Scratch: First Principles with Python: https://www.amazon.com/Data-Science-Scratch-Principles-Python/dp/149190142X
+        - Books:
+            - [Python Machine Learning](https://www.amazon.com/Python-Machine-Learning-Sebastian-Raschka/dp/1783555130/)
+            - [Data Science from Scratch: First Principles with Python](https://www.amazon.com/Data-Science-Scratch-Principles-Python/dp/149190142X)
+            - [Introduction to Machine Learning with Python](https://www.amazon.com/Introduction-Machine-Learning-Python-Scientists/dp/1449369413/)
+        - [Machine Learning for Software Engineers](https://github.com/ZuzooVn/machine-learning-for-software-engineers)
         - Data School: http://www.dataschool.io/
 
 - ### Go