Fantasy Data Pros Blog Series

Within this repository is all of the source notebooks for the FDP blog series.

This README is the roadmap for each of the FDP blog series.

Beginner Series

Post 1 - Intro and Data Types

• Google Colab
• Data Types

Post 2 - Functions

• Built-In functions
• User-Defined Functions

Post 3 - Conditionals

• If/then
• Elif
• Logical and Comparison Operators

Post 4 - Libraries

• Libraries
• random library
• stats library
• Slice
• Packages intro
• APIs
• Conclusion

Post 5 - Object-Oriented Programming

• OOP Intro
• Immutable vs. mutable
• Classes
• self
• raise
• Decorators
• Class Methods
• Static Methods
• Inheritance
• Polymorphism
• Operator Overloading
• Conclusion

Post 6 - File I/O and the CSV Module

• Into to File I/O
• Open
• With
• csv module
• Binary files and PIL
• Conclusion

Post 7 - Regex

• Regular Expression Intro
• Case Sensitvity
• Cleaning Names
• Extracting names
• Conclusion

Post 8 - Pandas

• Pandas Intro
• Series
• Dataframes
• Loc and iloc
• Join
• Adding columns
• Dataframe Operations
• Conclusion