Python-Workshop-2.md

@@ -55,13 +55,13 @@ I will focus on:
   1. Documenting code
   2. Advanced tutorials for modern development : Classes, Polymorphism,
      Interfaces, etc.
-  3. Structuring large python codebases 
-  4. ~~Profiling python,~~ engineering best practices  
+  3. Structuring large Python codebases 
+  4. ~~Profiling Python,~~ engineering best practices  
   4. Lambda functions, usage, syntax, and expressions
-  5. Multithreading/Concurrent python
+  5. Multithreading/Concurrent Python
 
 Classes and OOP will take a while (the topic is quite vast). I will also
-discuss testing python code (with unit testing and integration testing) and
+discuss testing Python code (with unit testing and integration testing) and
 code coverage, along with tox for basic configuration management.
 
 I was not able to incorporate the following topics (due to time):
@@ -73,8 +73,8 @@ I was not able to incorporate the following topics (due to time):
   - Pandas Dataframe usage
   - How do we use RDD and DataFrame.
   - Implementing cryptographic algorithms  
-  - Debugging options in python (A language that promotes rapid development is
-    usually hard to debug. How can we do it in python? ) *Note:
+  - Debugging options in Python (A language that promotes rapid development is
+    usually hard to debug. How can we do it in Python? ) *Note:
     [pdb](https://docs.python.org/3/library/pdb.html)*
 
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