How to Use Color in Data Visualizations
Harnessing color to enhance data comprehension- 30169Murphy2025-03-23
Bridging Domains: Infusing Financial, Privacy, and Software Best Practices into ML Risk Management
Responsible AI "Aviation laws were written in blood. Let’s not reproduce that methodology with AI" – Siméon Campos In 2018, Bloomberg’s story "Zillow’s Algorithm-Fueled Buying Spree Doomed Its Home-Flipping Experimen- 25910Murphy2025-03-23
How Does PPO With Clipping Work?
Intuition + math + code, for practitioners- 24739Murphy2025-03-23
Augmenting LLMs with RAG
An End to End Example Of Seeing How Well An LLM Model Can Answer Amazon SageMaker Related Questions- 27054Murphy2025-03-23
NaN Values in the Python Standard Library
NaN means Not-a-Number. You can use it in numerical libraries - but also in the Python standard library.- 26341Murphy2025-03-23
Strategic Data Analysis (Part 1)
Data analysis and the four types of questions it attempts to answer- 22538Murphy2025-03-23
Neural Basis Models for Interpretability
Unpacking the new interpretable model proposed by Meta AI- 23138Murphy2025-03-23
Visual Question Answering with Frozen Large Language Models
Talking with LLMs about images, without training LLMs on images.- 28860Murphy2025-03-23
Understanding Intersection Over Union for Object Detection (Code)
Calculating IoU with Python code.- 28611Murphy2025-03-23
Support Vector Machine with Scikit-Learn: A Friendly Introduction
Every data scientist should have SVM in their toolbox. Learn how to master this versatile model with a hands-on introduction.- 21802Murphy2025-03-23
A Step By Step Guide to Selecting and Running Your Own Generative Model
How to navigate the sea of models being released every day?- 23675Murphy2025-03-23
De-coded: Transformers explained in plain English
No code, maths, or mention of Keys, Queries and Values- 26068Murphy2025-03-23
What is a Time Series Unit Root?
Answering one of the most important question in time series analysis- 22080Murphy2025-03-23
DETR (Transformers for Object Detection)
Deep Dive and clear explanations on the paper "End to end detection with transformers"- 22232Murphy2025-03-23
Decoding the Data Scientist Hierarchy: From Junior to Senior – What Sets Them Apart?
Shedding light on the scope of work expectations for junior, mid-level, and senior data scientists- 29039Murphy2025-03-23
The Ins and Outs of Retrieval-Augmented Generation (RAG)
Our weekly selection of must-read Editors' Picks and original features- 28768Murphy2025-03-23
Matrix Multiplication on GPU
How to achieve state-of-the-art matrix multiplication performance in CUDA.- 28518Murphy2025-03-23
Hierarchical Transformers – part 2
Hierarchical attention is faster- 23127Murphy2025-03-23
A Bayesian Way of Choosing a Restaurant
Recently I was looking for a new good restaurant. Google Maps highlighted me 2 options: restaurant A with 10 reviews all 5 stars and...- 28117Murphy2025-03-23
Dijkstra's algorithm weighted by travel time in OSM networks
Finding the fastest and shortest path with the OSMNX 1.6- 23694Murphy2025-03-23
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