Advanced Python

1. Advanced Python Concepts
   1. Lambda Functions
   2. Advanced List Comprehensions
   3. Collections Module
   4. Mapping and Filtering
   5. Mutable and Immutable Built in Objects
   6. Sorting
   7. Unpacking Sequences in Function Calls
   8. Modules and Packages
2. Working with Data
   1. Relational Databases
   2. CSV
   3. Getting Data from the Web
   4. JSON
3. Testing and Debugging
   1. Testing for Performance
   2. The unittest Module
4. Classes and Objects
   1. Attributes
   2. Behaviors
   3. Classes vs Objects
   4. Attributes and Methods
   5. Private Attributes
   6. Properties
   7. Documenting Classes
   8. Inheritance
   9. Static Methods
   10. Class Attributes and Methods
   11. Abstract Classes and Methods
   12. Understanding Decorators

Basic Python programming experience is required for this Python class. In particular, you should be very comfortable with working with strings; working with lists, tuples and dictionaries; loops and conditionals; and writing your own functions. Some exposure to HTML, XML, JSON, and SQL would be useful.