Test Data Pipelines the Fun and Easy Way
Beginners guide: Why unit and integration tests are so important for your data platform- 24927Murphy ≡ DeepGuide
Python Exception Testing: Clean and Effective Methods
Beyond Basics: Advanced Python Exception Testing for Pytest and Unittest- 21235Murphy ≡ DeepGuide
Test and cover your code today!
A hands-on guide for adding a motivational GitHub action to your repository- 24491Murphy ≡ DeepGuide
Testing in Practice: Code, Data and ML Model
A guide to testing in MLOps- 23150Murphy ≡ DeepGuide
Why the Turing Test Became Obsolete
And what to use instead- 26357Murphy ≡ DeepGuide
Building Durable Data Pipelines
Data engineering techniques for robust and sustainable ETL- 21624Murphy ≡ DeepGuide
Pandas: From Messy To Beautiful
This is how to make your pandas code human readable & bulletproof.- 27033Murphy ≡ DeepGuide
Making the Case for Test-Driven Development in Machine Learning
Discover how Test-Driven Development (TDD) transforms ML project outcomes. This article unveils why TDD is beneficial and easy to...- 21541Murphy ≡ DeepGuide
Passing Functions to Test Files in Python Pytest
This is a very frequent question, but the solution is very simple: use a fixture.- 23553Murphy ≡ DeepGuide
How Should You Test Your Machine Learning Project? A Beginner's Guide
A friendly introduction to testing machine learning projects, by using standard libraries such as Pytest and Pytest-cov- 23992Murphy ≡ DeepGuide
How to Test Machine Learning Systems
From Concepts to Practical Code Snippets for Effective Testing- 22217Murphy ≡ DeepGuide
Product Quasi-Experimentation: Statistical Techniques When Standard A/B Testing Is Not Possible
A guide to the most popular techniques when randomized A/B testing is not possible- 25586Murphy ≡ DeepGuide
The Most Valuable LLM Dev Skill is Easy to Learn, But Costly to Practice.
Here's how not to waste your budget on evaluating models and systems.- 26847Murphy ≡ DeepGuide
How Much Stress Can Your Server Handle When Self-Hosting LLMs?
Do you need more GPUs or a modern GPU? How do you make infrastructure decisions?- 24534Murphy ≡ DeepGuide
Transforming Data Quality: Automating SQL Testing for Faster, Smarter Analytics
How to test the quality of SQL and resultant dataset against the business question to increase trust with customers- 22041Murphy ≡ DeepGuide
Productionising GenAI Agents: Evaluating Tool Selection with Automated Testing
How to create reliable and scalable GenAI Agents for real-world applications- 29810Murphy ≡ DeepGuide
Does It Matter That Online Experiments Interact?
What interactions do, why they are just like any other change in the environment post-experiment, and some reassurance- 29880Murphy ≡ DeepGuide
Mastering Prompt Engineering with Functional Testing: A Systematic Guide to Reliable LLM Outputs
How prompt evaluation with a systematic approach composed of algorithmic testing with input/output data fixtures can make prompt engineering for complex AI tasks more reliable.- 26261Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag