How to Use Color in Data Visualizations
Harnessing color to enhance data comprehension- 30130Murphy2025-03-23
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- 25870Murphy2025-03-23
How Does PPO With Clipping Work?
Intuition + math + code, for practitioners- 24699Murphy2025-03-23
Augmenting LLMs with RAG
An End to End Example Of Seeing How Well An LLM Model Can Answer Amazon SageMaker Related Questions- 27015Murphy2025-03-23
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.- 26302Murphy2025-03-23
Strategic Data Analysis (Part 1)
Data analysis and the four types of questions it attempts to answer- 22499Murphy2025-03-23
Neural Basis Models for Interpretability
Unpacking the new interpretable model proposed by Meta AI- 23098Murphy2025-03-23
Visual Question Answering with Frozen Large Language Models
Talking with LLMs about images, without training LLMs on images.- 28821Murphy2025-03-23
Understanding Intersection Over Union for Object Detection (Code)
Calculating IoU with Python code.- 28573Murphy2025-03-23
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.- 21763Murphy2025-03-23
A Step By Step Guide to Selecting and Running Your Own Generative Model
How to navigate the sea of models being released every day?- 23635Murphy2025-03-23
De-coded: Transformers explained in plain English
No code, maths, or mention of Keys, Queries and Values- 26030Murphy2025-03-23
What is a Time Series Unit Root?
Answering one of the most important question in time series analysis- 22039Murphy2025-03-23
DETR (Transformers for Object Detection)
Deep Dive and clear explanations on the paper "End to end detection with transformers"- 22190Murphy2025-03-23
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- 28999Murphy2025-03-23
The Ins and Outs of Retrieval-Augmented Generation (RAG)
Our weekly selection of must-read Editors' Picks and original features- 28728Murphy2025-03-23
Matrix Multiplication on GPU
How to achieve state-of-the-art matrix multiplication performance in CUDA.- 28479Murphy2025-03-23
Hierarchical Transformers – part 2
Hierarchical attention is faster- 23087Murphy2025-03-23
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...- 28077Murphy2025-03-23
Dijkstra's algorithm weighted by travel time in OSM networks
Finding the fastest and shortest path with the OSMNX 1.6- 23655Murphy2025-03-23
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.