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What’s wrong with MLOps?
2021-04-18
Apr 19, 2021 • 
Laszlo Sragner
11

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Deliberate Machine Learning
Deliberate Machine Learning
What’s wrong with MLOps?
4
You only need 2 Design Patterns to improve the quality of your code in a data science project
2021-11-01
Nov 1, 2021 • 
Laszlo Sragner
20

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Deliberate Machine Learning
Deliberate Machine Learning
You only need 2 Design Patterns to improve the quality of your code in a data science project
5
CQ4DS - Python project from scratch with poetry, black, ruff, pytest, pre-commit-hooks and GitHub Actions in 15 minute tops
2023-08-03
Aug 3, 2023 • 
Laszlo Sragner
14

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Deliberate Machine Learning
CQ4DS - Python project from scratch with poetry, black, ruff, pytest, pre-commit-hooks and GitHub Actions in 15 minute tops
4
You Only Need These 3 Data Roles in a Data-Driven Enterprise
2021-05-24
May 24, 2021 • 
Laszlo Sragner
14

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Deliberate Machine Learning
You Only Need These 3 Data Roles in a Data-Driven Enterprise
Clean Architecture in Data Science (Part 1)
2022-04-24
Apr 24, 2022 • 
Laszlo Sragner
12

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Deliberate Machine Learning
Deliberate Machine Learning
Clean Architecture in Data Science (Part 1)
How can a Data Scientist refactor Jupyter notebooks towards production-quality code?
The goal of maintaining production-quality code is that you can change your codebase with confidence, knowing it still adheres to already assumed…
Oct 24, 2021 • 
Laszlo Sragner
7

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Deliberate Machine Learning
Deliberate Machine Learning
How can a Data Scientist refactor Jupyter notebooks towards production-quality code?
7
Slides for my talk at PyData London 2022
"Clean Architecture: How to structure your ML projects to reduce technical debt"
Jun 20, 2022 • 
Laszlo Sragner
5

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Deliberate Machine Learning
Slides for my talk at PyData London 2022
6
[Interesting content] InstructGPT, RLHF and SFT
2023-01-24
Jan 24, 2023 • 
Laszlo Sragner
1

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Deliberate Machine Learning
[Interesting content] InstructGPT, RLHF and SFT
Grounding: The Holly Grail of Natural Language Processing and Why 99% misunderstand what ChatGPT is all about.
2023-02-12
Feb 12, 2023 • 
Laszlo Sragner
7

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Deliberate Machine Learning
Deliberate Machine Learning
Grounding: The Holly Grail of Natural Language Processing and Why 99% misunderstand what ChatGPT is all about.
1
Async Python for Data Scientists
2025-03-09
Mar 9 • 
Laszlo Sragner
10

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Deliberate Machine Learning
Deliberate Machine Learning
Async Python for Data Scientists
3
Data Science code quality hierarchy of needs
2022-09-23
Sep 23, 2022 • 
Laszlo Sragner
10

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Deliberate Machine Learning
Deliberate Machine Learning
Data Science code quality hierarchy of needs
On the "Death of the Software Engineer by GenAI"
2023-11-13
Nov 13, 2023 • 
Laszlo Sragner
13

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Deliberate Machine Learning
Deliberate Machine Learning
On the "Death of the Software Engineer by GenAI"
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