Deploy a LightGBM ML Model With GitHub Actions
A beginner's guide to getting out of Jupyter notebooks and deploying ML models- 26001Murphy2025-03-22
How LLMs Will Democratize Exploratory Data Analysis
Or, When you feel your life's too hard, just go have a talk with Claude- 27726Murphy2025-03-22
How Do Computers Actually Compute?
A Budding Data Scientist's Introduction to Computer Hardware- 23056Murphy2025-03-22
Analyzing Lake Mendota Ice Phenology with Python
An analysis-ready dataset you can use right now- 21330Murphy2025-03-22
It's Time to Finally Memorize those Dang Classification Metrics!
Intuition behind the metrics and how I finally memorized them- 24865Murphy2025-03-22
Task-Aware RAG Strategies for When Sentence Similarity Fails
When retrieval is based on an additional metric besides just sentence similarity, traditional methods perform poorly.- 23561Murphy2025-03-22
From Masked Image Modeling to Autoregressive Image Modeling
A brief review of the image foundation model pre-training objectives- 29676Murphy2025-03-22
Sparse Autoencoders, Additive Decision Trees, and Other Emerging Topics in AI Interpretability
Our weekly selection of must-read Editors' Picks and original features- 22210Murphy2025-03-22
Optimize Production with R - Part I
An introduction to linear programming with R- 29986Murphy2025-03-22
Beyond FOMO – Keeping up to date in AI
Don't get stressed but enjoy the journey.- 27482Murphy2025-03-22
Spatial Index: Space-Filling Curves
Spatial Index and Space Filling Curves for Multi-dimensional data- 25800Murphy2025-03-22
Take a Look Under the hood
Using Monosemanticity to understand the concepts a Large Language Model learned- 29498Murphy2025-03-22
Multi-Head Attention – Formally Explained and Defined
A comprehensive and detailed formalization of multi-head attention.- 22857Murphy2025-03-22
Improving Business Performance with Machine Learning
Whether you are a data scientist, analyst, or business analyst, your goal is to deliver projects that improve business performance.- 24678Murphy2025-03-22
How to Maximize Your Impact as a Data Scientist
Actionable advice to accelerate your career- 27137Murphy2025-03-22
Key Roles in a Fraud Prediction project with Machine Learning
What type of roles are involved in developing a ML model for fraud prediction?- 29345Murphy2025-03-22
Reinforcement Learning, Part 4: Monte Carlo Control
Harnessing Monte Carlo algorithms to discover the best strategies- 28193Murphy2025-03-22
Beyond AlphaFold: The Future Of LLM in Medicine
AlphaFold leaves a complex legacy: What will be the future of LLM in biology and medicine?- 24263Murphy2025-03-22
How I'd Become a Data Scientist (If I Had to Start Over)
Roadmap and tips on how to land a job in data science- 29108Murphy2025-03-22
An Open Data-Driven Approach to Optimising Healthcare Facility Locations Using Python
A tutorial in Python with an open data stack- 29121Murphy2025-03-22
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