5 Ways You Are Sabotaging AI As A Leader
The key mistakes that are derailing AI potential and burning investment- 24185Murphy2025-03-23
Stars of the 2024 Paris Olympics
How to use Wikipedia data to visualize the popularity of top athletes and Olympic sports- 24078Murphy2025-03-23
What to Study if you Want to Master LLMs
What foundational concepts should you study if you want to understand Large Language Models?- 27424Murphy2025-03-23
Heckman Selection Bias Modeling in Causal Studies
How selection bias is related to the identification assumptions of OLS, and what steps should be taken to address it- 23412Murphy2025-03-23
Real world Use Cases: Forecasting Service Utilization Using Tabnet and Optuna
Data science is at its best out in the real world. I intend to share insights from various productionized projects I have been involved in.- 30084Murphy2025-03-23
From Surrogate Modelling to Aerospace Engineering: a NASA Case Study
This is how Surrogate Modelling is revolutionizing the world of Aerospace Engineering, from theory to practice- 23071Murphy2025-03-23
Simplify Information Extraction: A Reusable Prompt Template for GPT Models
A prompt template containing prompting techniques that have worked for me on over a dozen nuanced medical information extraction tasks- 27788Murphy2025-03-23
The Missing Piece: Symbolic AI's Role in Solving Generative AI Hurdles
Symbolic reasoning may still be alive...- 28104Murphy2025-03-23
Powering Experiments with CUPED and Double Machine Learning
Causal AI, exploring the integration of causal reasoning into machine learning- 23047Murphy2025-03-23
How to Build Helpful RAGs with Query Routing.
An LLM can handle general routing. Semantic search can handle private data better. Which one should you pick?- 24106Murphy2025-03-23
From Basics to Advanced: Exploring LangGraph
Building single- and multi-agent workflows with human-in-the-loop interactions- 21061Murphy2025-03-23
Writing a Good Job Description for Data Science/Machine Learning
Things to do and things to avoid in order to find the right candidates for your open position- 22950Murphy2025-03-23
Adapting the Azure Landing Zone for a Data Platform in the Cloud
Working with sensitive data or within a highly regulated environment requires safe and secure cloud infrastructure for data processing...- 25715Murphy2025-03-23
Step-by-Step Guide for Building Interactive Calendars in Plotly
Create interactive calendars with heatmaps using Plotly- 29099Murphy2025-03-23
Exploring cancer types with neo4j
How to identify and visualise clusters in knowledge graphs- 24667Murphy2025-03-23
The Math Behind Keras 3 Optimizers: Deep Understanding and Application
This is a bit different from what the books say.- 24455Murphy2025-03-23
The End of Required Work: Universal Basic Income and AI-Driven Prosperity
How a tax on AI work might let everyone share the imminent bounty from AI automation.- 24038Murphy2025-03-23
Optimizing Marketing Campaigns with Budgeted Multi-Armed Bandits
With demos, our new solution, and a video- 26193Murphy2025-03-23
We Built an Open-Source Data Quality Testframework for PySpark
Measure and report your data quality with ease- 26749Murphy2025-03-23
Massive Energy for Massive GPU Empowering AI
Massive GPUs for AI model training and deployment require significant energy. As AI scales, optimizing energy efficiency will be crucial- 22320Murphy2025-03-23
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.