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-# Python Deliberate Practice
+## Python Deliberate Practices
 
 First of all, don't be afraid, read [Plateau of Productivity]. More importantly, be patient, a good read from Peter Norvig, titled [Teach Yourself Programming in 10 years].
 
@@ -15,7 +15,7 @@ To me, the appeal of Python is not necessarily the Data Analysis part, R is alre
 
 Here is a great [reddit answer] that explains the intersection and disjoint union of the two languages beautifully.
 
-## Deliberate Practice
+## Deliberate Practices
 
 I am a huge believer in learning by doing, and there are a lot of opportunities on the job where I can hone my Python skills through Deliberate Practice:
 
@@ -248,4 +248,4 @@ Once mastered all the above, the next natural step is to create public work that
 [Berkeley BIDS Python bootcamp]:https://bids.berkeley.edu/news/python-boot-camp-fall-2016-training-videos-available-online
 [Josh Bloom's Python Computing For Data Science]:https://github.com/profjsb/python-seminar
 [Pandas Cookbook]:http://pandas.pydata.org/pandas-docs/stable/cookbook.html
-[Udemy course]:https://www.udemy.com/learning-python-for-data-analysis-and-visualization/?ccManual=&couponCode=DEAL19
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+[Udemy course]:https://www.udemy.com/learning-python-for-data-analysis-and-visualization/?ccManual=&couponCode=DEAL19