Paper Walkthrough: Neural Style Transfer
Turn your photos into paintings with deep learning - Implementing NST from scratch using PyTorch- 28893Murphy2025-03-22
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language̷
Traditional RAG vs. dynamic RAG- 26186Murphy2025-03-22
The Ten Commandments for (Power BI) Reporting
I have been asked about some basic rules when creating a reporting solution. Here I am writing down ten commandments on this topic.- 26346Murphy2025-03-22
Building a Fantasy Football Research Agent with LangGraph
An end-to-end guide covering integration with the Sleeper API, creation of a Streamlit UI, and deployment via AWS CDK.- 20403Murphy2025-03-22
Should you switch from VSCode to Cursor?
My experience using VSCode (GitHub Copilot) and Cursor (Claude 3.5 Sonnet) as a Data Scientist.- 21265Murphy2025-03-22
Who Does What in Data? A Practical Introduction to the Role of a Data Engineer & Data Scientist
What does a data engineer do differently to a data scientist?- 23704Murphy2025-03-22
The Cultural Impact of AI Generated Content: Part 1
What happens when AI generated media becomes ubiquitous in our lives? How does this relate to what we've experienced before, and how does...- 25140Murphy2025-03-22
Chat with Your Images using Multimodal LLMs
Learn how to build Llama 3.2-Vision locally in a chat-like mode, and explore its Multimodal skills on a Colab notebook- 21637Murphy2025-03-22
How to Interpret Matrix Expressions – Transformations
Matrix algebra for a data scientist- 22284Murphy2025-03-22
From Retrieval to Intelligence: Exploring RAG, Agent+RAG, and Evaluation with TruLens
Unlocking the Power of GPT-Generated Private Corpora- 27769Murphy2025-03-22
Multimodal RAG: Process Any File Type with AI
A beginner-friendly guide with example (Python) code- 21196Murphy2025-03-22
Becoming a Data Scientist: What I Would Do If I Had to Start Over
Breaking into data science: The Good, the Bad, and the Python Bugs- 26297Murphy2025-03-22
Combining Large and Small LLMs to Boost Inference Time and Quality
Implementing Speculative and Contrastive Decoding- 29115Murphy2025-03-22
Bridging the Data Literacy Gap
The Advent, Evolution, and Current state of "Data Translators"- 20793Murphy2025-03-22
Unlocking Hidden Potential: Exploring Second-Round Purchasers
Finding customer segments for optimal retargetting using LLM embeddings and ML model- 29530Murphy2025-03-22
Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students
What should be done when an AI accuses a student of misconduct by using AI?- 21225Murphy2025-03-22
Lasso and Elastic Net Regressions, Explained: A Visual Guide with Code Examples
Roping in key features using coordinate descent- 30095Murphy2025-03-22
Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well?
Comparing Text-to-Query capabilities of Large Language Models (LLMs) for four different Query Language- 22694Murphy2025-03-22
Why Data Scientists Need These Software Engineering Skills
Learn these things to become a more well-rounded data scientist- 20783Murphy2025-03-22
5 Python One-Liners to Kick Off Your Data Exploration
How to kickstart your EDA using simple one liners- 28075Murphy2025-03-22
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.