Model Calibration, Explained: A Visual Guide with Code Examples for Beginners
When all models have similar accuracy, now what?- 26744Murphy2025-03-22
Airflow Data Intervals: A Deep Dive
Building idempotent and re-playable data pipelines- 21468Murphy2025-03-22
Understanding the Evolution of ChatGPT: Part 1-An In-Depth Look at GPT-1 and What Inspired It
Tracing the roots of ChatGPT: GPT-1, the foundation of OpenAI's LLMs- 24754Murphy2025-03-22
The State of Quantum Computing: Where Are We Today?
And what we need to overcome- 24843Murphy2025-03-22
AI Agents Hype, Explained – What You Really Need to Know to Get Started
I'll set the record straight - AI Agents are not new but advanced. Learn how they've evolved and where to get started.- 27548Murphy2025-03-22
In Defense of Statistical Significance
We have to draw the line somewhere- 23588Murphy2025-03-22
How to Create a Customized GenAI Video in 3 Simple Steps
Put a real-world object into fully AI-generated 4D scenes with minimal effort, so that it can star in your videos.- 27060Murphy2025-03-22
Building Effective Metrics to Describe Users
How can numerical user metrics be transformed into a personalized assessment of whether this behavior is typical or unusual for the user?- 20455Murphy2025-03-22
Analyzing Health Surveys Made Easy with Functions in R
Solving the issue of having missing data in the variables for sampling design- 21307Murphy2025-03-22
How to Securely Connect Microsoft Fabric to Azure Databricks SQL API
Integration architecture focusing on security and access control- 25615Murphy2025-03-22
Customizing Your Fine-tuning Code Using HuggingFace's Transformers Library
Examples of custom callbacks and custom fine-tuning code from different libraries- 23964Murphy2025-03-22
Linear Programming: Auxiliary Variables
Part 5: Increasing LP flexibility to handle tricky logic- 29080Murphy2025-03-22
LightGBM: The Fastest Option of Gradient Boosting
Learn how to implement a fast and effective Gradient Boosting model using Python- 21820Murphy2025-03-22
What Would a Stoic Do? – An AI-Based Decision-Making Model
Using AI to build Marcus Aurelius' reincarnation- 26371Murphy2025-03-22
What is MicroPython? Do I Need to Know it as a Data Scientist?
In this year's edition of the Stack Overflow survey, MicroPython is with 1.6% in the Most Popular Technologies - but why?- 20767Murphy2025-03-22
Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough
With the help of an intricate geometric construction, we can prove that instance-wise cost functions quickly drive SVC to infinity.- 20438Murphy2025-03-22
Using Constraint Programming to Solve Math Theorems
Case study: the quasigroups existence problem- 24842Murphy2025-03-22
Speed up Pandas code with Numpy
But I can't vectorise this, can I? .... yes, you probably can!- 28480Murphy2025-03-22
Advanced SQL Techniques for Unstructured Data Handling
Everything you need to know to get started with text mining- 25381Murphy2025-03-22
How to Build a Knowledge Graph in Minutes (And Make It Enterprise-Ready)
I tried and failed creating one-but it was when LLMs were not a thing!- 21045Murphy2025-03-22
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.