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What’s wrong with MLOps?
2021-04-18
Apr 19, 2021
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Laszlo Sragner
11
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What’s wrong with MLOps?
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You only need 2 Design Patterns to improve the quality of your code in a data science project
2021-11-01
Nov 1, 2021
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Laszlo Sragner
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You only need 2 Design Patterns to improve the quality of your code in a data science project
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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
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Laszlo Sragner
14
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CQ4DS - Python project from scratch with poetry, black, ruff, pytest, pre-commit-hooks and GitHub Actions in 15 minute tops
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You Only Need These 3 Data Roles in a Data-Driven Enterprise
2021-05-24
May 24, 2021
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Laszlo Sragner
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You Only Need These 3 Data Roles in a Data-Driven Enterprise
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Clean Architecture in Data Science (Part 1)
2022-04-24
Apr 24, 2022
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Laszlo Sragner
12
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Clean Architecture in Data Science (Part 1)
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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
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Laszlo Sragner
7
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How can a Data Scientist refactor Jupyter notebooks towards production-quality code?
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Slides for my talk at PyData London 2022
"Clean Architecture: How to structure your ML projects to reduce technical debt"
Jun 20, 2022
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Laszlo Sragner
5
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Slides for my talk at PyData London 2022
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[Interesting content] InstructGPT, RLHF and SFT
2023-01-24
Jan 24, 2023
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Laszlo Sragner
1
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[Interesting content] InstructGPT, RLHF and SFT
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Grounding: The Holly Grail of Natural Language Processing and Why 99% misunderstand what ChatGPT is all about.
2023-02-12
Feb 12, 2023
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Laszlo Sragner
7
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Grounding: The Holly Grail of Natural Language Processing and Why 99% misunderstand what ChatGPT is all about.
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Async Python for Data Scientists
2025-03-09
Mar 9
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Laszlo Sragner
10
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Async Python for Data Scientists
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Data Science code quality hierarchy of needs
2022-09-23
Sep 23, 2022
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Laszlo Sragner
10
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Data Science code quality hierarchy of needs
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On the "Death of the Software Engineer by GenAI"
2023-11-13
Nov 13, 2023
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Laszlo Sragner
13
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On the "Death of the Software Engineer by GenAI"
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