Automated Prompt Engineering: The Definitive Hands-On Guide
Learn how to automate prompt engineering and unlock significant performance improvements in your LLM workload- 21834Murphy2025-03-23
5 Tips To Make Your Resume *Really* Stand Out in FAANG Applications
How to Make Recruiters Say 'WOW!' in Just 6 Seconds- 28071Murphy2025-03-23
An Easy Way to Remove Tourists from Photos
Image cleanup with Python, PIL, and OpenCV- 29043Murphy2025-03-23
Understanding Time Series Structural Changes
How to detect time series change points using Python- 21097Murphy2025-03-23
Your Pathway to Success: How You Can Land a Machine Learning and Data Science Internship
Advice and tips from a data scientist who landed two internships in a year- 21297Murphy2025-03-23
Peer Review Demystified: What, Why, and How
Learnings as an AI & Robotics Associate Editor with 100 Peer Reviews- 26358Murphy2025-03-23
Encoding Categorical Data, Explained: A Visual Guide with Code Example for Beginners
Six ways of matchmaking categories and numbers- 25638Murphy2025-03-23
GPTs and the Forehead Detective
Are the reasoning capabilities of OpenAI LLMs good enough to play the classic guessing game?- 22881Murphy2025-03-23
Approximating Stochastic Functions with Multivariate Outputs
A generic approach for training probabilistic machine learning models- 26386Murphy2025-03-23
How I Used Clustering to Improve Chunking and Build Better RAGs
It's both fast and cost-effective- 29766Murphy2025-03-23
My Weekly Calendar as a Senior Data Science Manager
My goal is to cover the 3Ps: People, Projects and Process. In that order of importance. And my target is the "50:50" rule.- 22627Murphy2025-03-23
Batch And Streaming Demystified For Unification
Understand how batch can be considered a subset of streaming and why data engineering should simplify its usage significantly- 28794Murphy2025-03-23
Use R to build Clinical Flowchart with shinyCyJS
Customizable R package for Graph / Network visualization- 27165Murphy2025-03-23
The Latest on LLMs: Decision-Making, Knowledge Graphs, Reasoning Skills, and More
Our weekly selection of must-read Editors' Picks and original features- 28080Murphy2025-03-23
How to Implement Graph RAG Using Knowledge Graphs and Vector Databases
The accompanying code for this tutorial is here. My last blog post was about how to implement knowledge graphs (KGs) and Large Language Models (LLMs) together at the enterprise level. In that post, I went through the two ways KGs and LLMs a- 22009Murphy2025-03-23
Heatmap for Confusion Matrix in Python
One image can be worth of thousands words.- 23805Murphy2025-03-23
Why Ratios Trump Raw Numbers in Business Health
Understanding ratios is key to unlocking deeper insights into your business's health and driving smarter decision-making- 23834Murphy2025-03-23
How to Make an Advanced Spider Chart in Python
Step-by-step explanation with an easy to use function at the end- 24792Murphy2025-03-23
Image Segmentation With K-Means Clustering
An introduction with Python- 26113Murphy2025-03-23
Achieve Better Classification Results with ClassificationThresholdTuner
A python tool to tune and visualize the threshold choices for binary and multi-class classification problems- 28045Murphy2025-03-23
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.