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.
- Google Colab
- Data Types
- Built-In functions
- User-Defined Functions
- If/then
- Elif
- Logical and Comparison Operators
- Libraries
random
librarystats
library- Slice
- Packages intro
- APIs
- Conclusion
- OOP Intro
- Immutable vs. mutable
- Classes
- self
raise
- Decorators
- Class Methods
- Static Methods
- Inheritance
- Polymorphism
- Operator Overloading
- Conclusion
- Into to File I/O
- Open
- With
csv
module- Binary files and PIL
- Conclusion
- Regular Expression Intro
- Case Sensitvity
- Cleaning Names
- Extracting names
- Conclusion
- Pandas Intro
- Series
- Dataframes
- Loc and iloc
- Join
- Adding columns
- Dataframe Operations
- Conclusion