Anna-Lena Popkes
My path to machine learning
Books
Personal reading List
Deep work
Machine Learning
KL Divergence
Variational Inference
Python
Mocking
Magical Universe
Start
The Tales of Castle Kilmere
Object-oriented programming
Types of methods
Type annotations
To-string conversion
Decorators
Properties
Underscore patterns
Extending the universe
Duck Typing
Namedtuples
Abstract Base Classes
Data classes
Immutable data classes
Decorators in classes
if __name__ == "__main__"
Context managers
Testing with pytest
Iterators
Multisets
Extending the universe II
Exception classes
functools.wraps
Defaultdict
Config files
Wrap up
Software Engineering
Intro to containers
Intro to Docker
Intro to virtual machines