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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
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
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
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
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
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
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
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