Efficient geospatial manipulations for OSM map data- 23701Murphy2025-03-23
Meta's LLM teaches itself to call External APIs- 25136Murphy2025-03-23
Including a new novel method for judging answers with a qualitative score and detailed explanation.- 26716Murphy2025-03-23
A Raspberry Pi is All You Need- 25768Murphy2025-03-23
LLM hallucination detection challenges and a possible solution presented in a prominent research paper- 29870Murphy2025-03-23
Who is an Analytics Engineer and what are they supposed to do- 24335Murphy2025-03-23
Data/ML has been the most popular topic in our tech landscape. I want to share my understanding of Data/ML Platform and how would those platforms evolve from basic to complex. At last, I try my best to cover MLOps, a principle for managing ML projects. Ab- 24310Murphy2025-03-23
An invitation to identify your repetitive EDA tasks and create an automated workflow, illustrated through an example utility.- 26465Murphy2025-03-23
A guide on how to navigate immediate reporting requests to future proof your work most effectively- 24599Murphy2025-03-23
Containerisation is now the de facto means of deploying many applications, with Docker being the forefront software driving its adoption. With its popularity also comes the increased risk of attacks [1]. Hence it will serve us well to secure our docker ap- 29546Murphy2025-03-23
FAST COMPUTING This is a relatively brief article. In it, I will use a real-world scenario as an example to explain how to use Numexpr expressions in multidimensional Numpy arrays to achieve substantial performance improvements. There aren’t many ar- 26630Murphy2025-03-23
Using Plotly and Dash to create interactive dashboards- 27214Murphy2025-03-23
Connecting probability interview questions to data analysts' everyday tasks- 21335Murphy2025-03-23
Distilling key points after >2 years of experience and from AI developers' own tutorials, hands-on and with examples.- 21346Murphy2025-03-23
While working with BigQuery for years, I observed 5 issues that are commonly made, even by experienced Data Scientists- 20946Murphy2025-03-23
An Introductory Guide- 24277Murphy2025-03-23
Independent component analysis (ICA) is a powerful data-driven tool capable of separating linear contributions in the data- 28020Murphy2025-03-23
To most of us (or all of us), LLMs are mysterious boxes that get complicated things done surprisingly quickly. We’re usually not interested in the "how" part as long as they give us what we need. ChatGPT, and other LLMs, are surely a produ- 27834Murphy2025-03-23
Why Independent Component Analysis fails its canonical thought experiment and what we can learn from this failure.- 27044Murphy2025-03-23
Learn the new features and syntaxes of Pydantic V2- 29542Murphy2025-03-23
Why is ChatGPT only trained up until 2021?
Learn how to rearrange your code to achieve significant speed improvements.
