Deliberate Machine Learning

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Intro to monads in Python and some type hinting
2023-09-20
 • 
Laszlo Sragner
Recursions and functools.cache: 12000x improvement!!!
2023-08-06
 • 
Laszlo Sragner
CQ4DS - Python project from scratch with poetry, black, ruff, pytest, pre-commit-hooks and GitHub Actions in 15 minute tops
2023-08-03
 • 
Laszlo Sragner
2
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What’s wrong with MLOps?
 • Laszlo Sragner
4
You only need 2 Design Patterns to improve the quality of your code in a data science project
 • Laszlo Sragner
5
You Only Need These 3 Data Roles in a Data-Driven Enterprise
 • Laszlo Sragner
Clean Architecture in Data Science (Part 1)
 • Laszlo Sragner
How can a Data Scientist refactor Jupyter notebooks towards production-quality code?
 • Laszlo Sragner
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Slides for my talk at PyData London 2023
"Code Smells in Data Science: What can we do about them?"
 • 
Laszlo Sragner
Refactoring BabyAGI - Code Quality and LLMs
Part 5 - Task class 2 - 2023-05-08
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Laszlo Sragner
Refactoring BabyAGI - Code Quality and LLMs
Part 4 - Task class - 2023-05-06
 • 
Laszlo Sragner
Refactoring BabyAGI - Code Quality and LLMs
Part 3 - Better service classes - 2023-05-05
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Laszlo Sragner
Refactoring BabyAGI - Code Quality and LLMs
Part 2 - Service classes
 • 
Laszlo Sragner
[Interesting content] 3x Explore, Expand, Extract • Kent Beck • YOW! 2018
2023-05-02
 • 
Laszlo Sragner
Refactoring BabyAGI - Code Quality and LLMs
Part 1 - Code Review - 2023-04-28
 • 
Laszlo Sragner
Deliberate Machine Learning
Deliberate Machine Learning
Deliberate Machine Learning: Machine Learning Product Management & How to write better code as a DS?
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