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Evaluation Engineering: Iterative Strategies to Testing Prompts
29 min

Evaluation Engineering: Iterative Strategies to Testing Prompts

MLOps World - MLOps World & Generative AI World 2024
Jared Zoneraich
evaluation-engineering backtesting regression-testing prompt-engineering testing test-driven-development ai machine-learning llm natural-language-processing
A Data Scientist's Guide to Unit & End-to-End Testing
1h 23m

A Data Scientist's Guide to Unit & End-to-End Testing

MLOps World - MLOps World & Generative AI World 2024
Vatsal Patel
machine-learning mlops testing unit-testing end-to-end-testing test-driven-development ci-cd python pytest mocking dependency-injection
Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
27 min

Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You

PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning python test-driven-development tdd data-analysis data-cleaning scikit-learn pandas jupyter-notebooks pytest recommendation-engines
Unit Testing con Pytest
33 min

Unit Testing con Pytest

PyCon - PyCon US 2023
Sofía Denner
python pytest unit-testing testing mocks fixtures parametrization refactoring test-driven-development code-quality
Introduction to Property-Based Testing
1h 32m

Introduction to Property-Based Testing

PyCon - PyCon US 2023
Zac Hatfield-Dodds Ryan Soklaski
property-based-testing python testing hypothesis unit-testing test-driven-development code-quality debugging edge-cases software-testing
Going Postel
27 min

Going Postel

RubyConf - RubyConf 2024
Scott Werner
ruby llm generative-ai postells-law postells-principle duck-typing metaprogramming dynamic-dispatch reflection test-driven-development tdd rag few-shot-prompting code-generation ruby-on-rails
Building the Unbreakable Code Whose Breaking Won WWII
1h 27m

Building the Unbreakable Code Whose Breaking Won WWII

RubyConf - RubyConf 2024
Aji Slater
ruby object-oriented-programming oop tdd test-driven-development enigma-machine software-architecture dependency-injection code-refactoring single-responsibility-principle abstraction encapsulation
The Mutation Game: Cracking the Enigma of Mutation Testing
25 min

The Mutation Game: Cracking the Enigma of Mutation Testing

RubyConf - RubyConf 2024
Tyler Lemburg
ruby mutation-testing testing tdd code-quality ruby-gems mutant-gem test-driven-development code-coverage

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