Why the Data Mesh as defined by Zhamak Dehghani has its challenges and how these can be addressed.- 28046Murphy2025-03-22
RAG + Filtering with Metadata = Great Movie Recommendations- 29069Murphy2025-03-22
In this piece, I explore the availability of public transport by using GTFS data and Python-based spatial analytics libraries.- 30019Murphy2025-03-22
A tutorial to demonstrate how to use Burr, using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent.- 28309Murphy2025-03-22
What "temperature" is, how it works, its relationship to the beam search heuristic, and where LLM output generation can still fail- 22297Murphy2025-03-22
The cause of their demise could surprise you.- 24557Murphy2025-03-22
A Simple Guide to Turing Machines, How They Came To Be, and How They Helped Us Define What An Algorithm Is- 23671Murphy2025-03-22
Production grade one-hot encoding Techniques in Python and R- 25029Murphy2025-03-22
The author outlines three ways to expand your machine learning feature set with features that represent explainable behaviors and that...- 24143Murphy2025-03-22
Process huge volumes of data with Python and DuckDB - An AWS S3 example.- 22283Murphy2025-03-22
In this post, we'll speak about 5 famous project management frameworks that you can use in the context of Data Science and ML.- 27493Murphy2025-03-22
Learn how to build an efficient pipeline with Hydra and MLflow- 21870Murphy2025-03-22
AI solutions aren't just a tool approach; it's about well-understood use cases and ways to measure their impact- 20842Murphy2025-03-22
Features Needed to Make this A Compelling Solution- 20879Murphy2025-03-22
From 512 to 1M+ tokens in 5 years - LLMs have rapidly expanded their context windows. Where's the limit?- 28844Murphy2025-03-22
I am marking a turning point in my career - redefining what "work" means to me.- 21770Murphy2025-03-22
Fabric Madness part 5- 24935Murphy2025-03-22
In-depth guide to learning how to build Shiny applications using modules.- 25184Murphy2025-03-22
In my previous articles, I wrote about using Knowledge Graphs in conjunction with RAGs and how Graph techniques can be used for Adaptive...- 26788Murphy2025-03-22
A Comprehensive Survey on Activation Functions, Weights Initialization, Batch Normalization, and Their Applications in PyTorch- 28736Murphy2025-03-22
Why is ChatGPT only trained up until 2021?
Learn how to rearrange your code to achieve significant speed improvements.
