Theoretical Deep Dive Into Linear Regression
Learn about why linear regression is how it is, and how to naturally extend it in various ways- 24886Murphy2025-03-23
The Docker Compose of ETL: Meerschaum Compose
This article is about Meerschaum Compose, a tool for defining ETL pipelines in YAML and a plugin for the data engineering framework...- 29473Murphy2025-03-23
Unsupervised Learning Series - Exploring Hierarchical Clustering
Let's explore how hierarchical clustering works and how it builds clusters based on pairwise distances.- 29993Murphy2025-03-23
GPT vs BERT: Which is Better?
Comparing two large-language models: Approach and example- 24412Murphy2025-03-23
Bootstrap Tests for Beginners
Part 2 of Non-parametric tests for beginners- 25535Murphy2025-03-23
AI Frontiers Series: Human Resources
An introduction to the AI puzzle in untapped territory- 25675Murphy2025-03-23
Imperfections Unveiled: The Intriguing Reality Behind Our MLOps Course Creation
Bonus Lesson: Behind the Scenes of an 'Imperfect' ML Project - Lessons and Insights- 21270Murphy2025-03-23
Spider and Parallel Charts in R with the ggvanced Package
An R package for effective visualization of multiple variables- 28194Murphy2025-03-23
Rotating On-Call for Operational and Support: A Must for Data Teams
A rotating on-call schedule for operational, support, and tech-dept frees the rest of the team to do great development- 30142Murphy2025-03-23
Is Your LLM Application Ready for the Public?
Key concerns when productionizing LLM-based applications- 27402Murphy2025-03-23
Breaking boundaries in protein design with a new AI model that understands interactions with anyR
This new model could help expand the applicability of ML models for engineering proteins with desired functions by tuning their specific...- 28984Murphy2025-03-23
Building Machine Learning Operations for Businesses
A Blueprint for Effective MLOps to Support Your AI Strategy- 26426Murphy2025-03-23
5 Signs That Your Data is Modeled Poorly
Common Challenges In The Cloud era- 25295Murphy2025-03-23
Using Plotly 3D Surface Plots to Visualise Geological Surfaces
Visualising the Subsurface using Python Data Visualisation Libraries- 21250Murphy2025-03-23
Too Many Features? Let's Look at Principal Component Analysis
Home-brewed machine learning model series- 26055Murphy2025-03-23
Say Once! Repeating Words Is Not Helping AI
How and why is repeating tokens harming LLMs? Why is this a problem?- 23779Murphy2025-03-23
Understanding Bayesian Marketing Mix Modeling: A Deep Dive into Prior Specifications
Exploring model specification with Google's LightweightMMM- 26611Murphy2025-03-23
All You Need to Know to Build Your First LLM App
A step-by-step tutorial to document loaders, embeddings, vector stores and prompt templates- 22698Murphy2025-03-23
The Power of OpenAI's Function Calling in Data Pipelines: A Comprehensive Guide
Transforming Data Pipelines with OpenAI's Function Calling Feature: Implementing an Email Sending Workflow Using PostgreSQL and FastAPI- 23328Murphy2025-03-23
To Really Learn a New Topic, Take Your Time
Our weekly selection of must-read Editors' Picks and original features- 29093Murphy2025-03-23
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features
