A Small Python Library For Marketing Mix Modeling: MaMiMo
Create marketing mix models the scikit-learn way- 21099Murphy2025-03-22
Understanding Long RoPE in LLMs
This blog post will go in detail about the new Long RoPE Methodology used to expand the context lengths LLMs can support without...- 29716Murphy2025-03-22
Exploring LLMs for ICD Coding – Part 1
Building automated clinical coding systems with LLMs- 25574Murphy2025-03-22
Common Causes of Data Leakage and how to Spot Them
Let's learn how to identify and deal with the common causes of data leakage in ML models- 29144Murphy2025-03-22
Why LLMs are not Good for Coding – Part II
Large Language Models for Coding Tasks- 24964Murphy2025-03-22
Challenges and Solutions in Data Mesh – Part 2
"Data as a Product" is a core principle in Data Mesh. Why the current definition needs adaptation to fully enable the mesh.- 26277Murphy2025-03-22
Why Is Python Consuming So Much Memory?
Decomposition of an integer object in Python for memory consumption- 22212Murphy2025-03-22
Are GPTs Good Embedding Models
A surprising experiment to show that the devil is in the details- 22447Murphy2025-03-22
The Physics Behind Data
How physics principles give us deeper insights into our data- 26593Murphy2025-03-22
Keras 3.0 Tutorial: End-to-End Deep Learning Project Guide
Implement an encoder-decoder recurrent network from scratch- 20857Murphy2025-03-22
Introducing Time Series in pandas
A beginner's guide to handling dates and times- 26791Murphy2025-03-22
Aggregating Real-time Sensor Data with Python and Redpanda
Simple stream processing using Python and tumbling windows- 22584Murphy2025-03-22
In-Depth Support Vector Machines (SVMs) for Linear & Non-linear Classification & Regressio
A deeper understanding of how SVMs work behind the scenes- 25381Murphy2025-03-22
PyTorch Native FP8
Accelerating PyTorch Training Workloads with FP8 - Part 2- 29521Murphy2025-03-22
Predicting the Unpredictable
The Magic of Mixture Density Networks Explained- 28189Murphy2025-03-22
Using LLMs to Learn From YouTube
A conversational question answering tool built using LangChain, Pinecone, Flask, React and AWS.- 21968Murphy2025-03-22
How to Set Up a Multi-GPU Linux Machine for Deep Learning in 2024
Super-fast setup of CUDA and PyTorch in minutes!- 28869Murphy2025-03-22
Reinforcement Learning for feature selection
Select efficiently the features for your machine learning models with reinforcement learning.- 24610Murphy2025-03-22
Platonic Representation: Are AI Deep Network Models Converging?
Are Artificial Intelligence models evolving towards a unified representation of reality? The Platonic Representation Hypothesis says yes!- 29148Murphy2025-03-22
Mastering Statistical Tests (Part I)
Your Guide to Choosing the Right Test for Your Data- 27598Murphy2025-03-22
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.