Explore Solvable and Unsolvable Equations with Python
Find Closed-Form Solutions When Possible - Use Numerical Methods When Necessary- 21521Murphy2025-03-22
Data Minimization Does Not Guarantee Privacy
Just because it was minimized, doesn't mean it's secure!- 29490Murphy2025-03-22
How and Why to use LLMs for Chunk-Based Information Retrieval
In this article, I aim to explain how and why it's beneficial to use a Large Language Model (LLM) for chunk-based information retrieval.- 21272Murphy2025-03-22
Gen-AI Safety Landscape: A Guide to the Mitigation Stack for Text-to-Image Models
No Wild West for AI: A tour of the safety components that tame T2I models- 23887Murphy2025-03-22
Predictive Power Score: Calculation, Pros, Cons, and JavaScript Code
A project to learn about correlation in general, and to test neural networks in web browsers with Brain.js and Tensorflow.js- 24251Murphy2025-03-22
The Ultimate Guide to RAGs – Each Component Dissected
A visual tour of what it takes to build CHAD-level LLM pipelines- 25498Murphy2025-03-22
Data Leakage in Preprocessing, Explained: A Visual Guide with Code Examples
10 sneaky ways your preprocessing pipeline leaks- 24370Murphy2025-03-22
Ensemble Learning for Anomaly Detection
A dive into the isolation forest model to detect anomalies in time-series data.- 23157Murphy2025-03-22
ARIMA: A Model to Predict Time Series Data
Learn how ARIMA models work and how to implement them in Python for accurate predictions- 23467Murphy2025-03-22
Minimum Viable MLE
Building a minimal production-ready sentiment analysis model- 21746Murphy2025-03-22
How to Make Proximity Maps with Python
Geopy's great circle method- 28153Murphy2025-03-22
Computer Use and AI Agents: A New Paradigm for Screen Interaction
Exploring the future of multimodal AI Agents and the Impact of Screen Interaction- 22203Murphy2025-03-22
Demystifying Azure Storage Account network access
Service Endpoints and Private Endpoints Hands-On: Including Azure Backbone, Storage Account Firewall, DNS, VNET and NSGs.- 26307Murphy2025-03-22
Les Miserables Social Network Analysis Using Marimo Notebooks and the NetworkX Python library
Build a Marimo notebook using NetworkX Python library, uncovering the hidden structures in Victor Hugo's masterpiece- 25814Murphy2025-03-22
How To Specialize In Data Science / Machine Learning
Is it better to be a generalist or specialist?- 25489Murphy2025-03-22
LLM Evaluation, AI Side Projects, User-Friendly Data Tables, and Other October Must-Reads
The stories that resonated the most with our community in the past month- 29190Murphy2025-03-22
How I Improved My Productivity as a Data Scientist with Two Small Habits
How to incorporate these habits into your daily routine- 25143Murphy2025-03-22
Running Large Language Models Privately
A comparison of frameworks, models, and costs- 23806Murphy2025-03-22
Beyond Skills: Unlocking the Full Potential of Data Scientists
Unlock the hidden value of data scientists by empowering them beyond technical tasks to drive innovation and strategic insights.- 29305Murphy2025-03-22
Dynamic Execution
Getting your AI task to distinguish between Hard and Easy problems- 27412Murphy2025-03-22
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
