The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence?
Exploring the limits of artificial intelligence: why mastering patterns may not equal genuine reasoning- 21618Murphy2025-03-22
Recursion – Data Structures & Algorithms for Data Scientists
Recursion, recursion, recursion, recursion, recursion, etc.- 26430Murphy2025-03-22
Game Theory, Part 2 – Nice Guys Finished First
Iterated Prisoner's Dilemma Shows Nice Guys Can Finish First- 27663Murphy2025-03-22
Building a PubMed Dataset
Step-by-Step Instructions for Constructing a Dataset of PubMed-Listed Publications on Cardiovascular Disease Research- 25939Murphy2025-03-22
GraphRAG in Action: From Commercial Contracts to a Dynamic Q&A Agent
A question-based extraction approach- 22865Murphy2025-03-22
TIME-MOE: Billion-Scale Time Series Foundation Model with Mixture-of-Experts
And open-source as well!- 29193Murphy2025-03-22
Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production
An article on the most common LLM development challenges I've encountered, effective mitigation strategies, and a career-defining interview...- 23169Murphy2025-03-22
I Wasn't Always a Data Scientist – How I Broke into the Field
8 strategies I used (and you can too) on my journey to data science- 23109Murphy2025-03-22
When Machines Think Ahead: The Rise of Strategic AI
Exploring the advancements in strategic AI and how large language models fit into the bigger picture- 22164Murphy2025-03-22
Awesome Plotly with Code Series (Part 3): Highlighting Bars in the Long Tails
Who said that the longer tails are not important? Let's give them a proper way to stand out- 25916Murphy2025-03-22
The "Gold-Rush Paradox" in Data: Why Your KPIs Need a Rethink
You're not doing as good a job as you think you are- 24438Murphy2025-03-22
What Did I Learn from Building LLM Applications in 2024? – Part 1
An engineer's journey to building LLM-native applications- 28902Murphy2025-03-22
On the Programmability of AWS Trainium and Inferentia
Accelerating AI/ML Model Training with Custom Operators - Part 4- 27477Murphy2025-03-22
Build and Deploy a Multi-File RAG App to the Web
Part 2 - Deploying to the web using Hugging Face Spaces- 27067Murphy2025-03-22
Choosing and Implementing Hugging Face Models
Pulling pre-trained models out of the box for your use case- 28063Murphy2025-03-22
While Using RLS When Manipulating Relationships in Power BI, What Can Go Wrong?
There are restrictions when manipulating Relationships with RLS in place. The MS documentation doesn't provide details so let's look at it.- 22590Murphy2025-03-22
Unpopular Opinion: It's Harder Than Ever to Be a Good Data Scientist
What working as a data scientist at various companies and industries over the past 6+ years has taught me- 21989Murphy2025-03-22
How to Create a Network Chart in Tableau
A Step-by-Step Guide to Network Visualization in Tableau- 20830Murphy2025-03-22
I Tested Frontline M-LLMs on Their Chart Interpretation Skills
Can multimodal LLMs infer basic charts accurately?- 26790Murphy2025-03-22
Unsupervised LLM Evaluations
Practitioners guide to judging outputs of large language models- 20400Murphy2025-03-22
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.