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What’s wrong with MLOps?
2021-04-18
Laszlo Sragner
Apr 19, 2021
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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
Laszlo Sragner
Nov 1, 2021
12
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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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You Only Need These 3 Data Roles in a Data-Driven Enterprise
2021-05-24
Laszlo Sragner
May 24, 2021
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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
Laszlo Sragner
Apr 24, 2022
10
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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…
Laszlo Sragner
Oct 24, 2021
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How can a Data Scientist refactor Jupyter notebooks towards production-quality code?
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Data Science code quality hierarchy of needs
2022-09-23
Laszlo Sragner
Sep 23, 2022
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Data Science code quality hierarchy of needs
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Slides for my talk at PyData London 2022
"Clean Architecture: How to structure your ML projects to reduce technical debt"
Laszlo Sragner
Jun 20, 2022
3
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Slides for my talk at PyData London 2022
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Grounding: The Holly Grail of Natural Language Processing and Why 99% misunderstand what ChatGPT is all about.
2023-02-12
Laszlo Sragner
Feb 12
6
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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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How did I change my mind about dataclasses in ML projects?
2022-08-13
Laszlo Sragner
Aug 13, 2022
7
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How did I change my mind about dataclasses in ML projects?
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Industrial Scale Text Classification
2022-05-04
Laszlo Sragner
May 4, 2022
3
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Industrial Scale Text Classification
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Refactoring the Titanic
This post provides additional information and context for the "Refactoring the classic Titanic modelling experiment" programme. Follow the step-by-step…
Laszlo Sragner
Oct 20, 2022
1
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Refactoring the Titanic
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A Brief History of MLOps in Three Acts
2023-02-20
Laszlo Sragner
Feb 20
10
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A Brief History of MLOps in Three Acts
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