Four Data Engineering Projects That Look Great on your CV
Data pipelines that would turn you into a decorated data professional- 22696Murphy2025-03-22
How I use Gen AI as a Data Engineer
Generative AI is all the rage. In this article we dive into some practical examples for Data Engineers- 25248Murphy2025-03-22
Evolving Chess Puzzles
An exploration of Evolutionary AI- 27004Murphy2025-03-22
The Rise of Diffusion Models – A new Era of Generative Deep Learning
Denoising Diffusion Probabilistic Models by J. Ho et. al.- 22888Murphy2025-03-22
Extract any entity from text with GLiNER
GLiNER is an NER model that can identify any type of entity using a bidirectional transformer encoder (similar to BERT) that outperforms...- 20719Murphy2025-03-22
A Data Science Project for Eclipse Watchers
Record the solar light curve- 29958Murphy2025-03-22
Many Articles Tell You Python Tricks, But Few Tell You Why
Three common Python tricks make your program faster, I will explain the mechanisms- 27216Murphy2025-03-22
Track Your ML Experiments
A guide to Neptune for tracking your machine learning experiments in Python- 23481Murphy2025-03-22
Data Science for Sustainability – Simulate a Circular Economy
Use data science to simulate the impact of a circular model on the CO2 emissions and water usage of a fast fashion retailer.- 27077Murphy2025-03-22
Ways of Improving Your RFM Model in BigQuery
Advanced Strategies for Better Customer Insights- 20732Murphy2025-03-22
8 Things Most Data Science Programs Don't Teach (But You Should Know) – Part 2
MIT Calls this "the missing semester of your CS education"- 26927Murphy2025-03-22
Optimizing Multi-task Learning Models in Practice
What is multi-task learning models, and how to optimize them- 21425Murphy2025-03-22
Mastering Uncertainty with CatBoost
Unveiling the power of Prediction Intervals- 24551Murphy2025-03-22
Fine-tune an Instruct model over raw text data
Fine-tune a modern chatbot with minimal conversational data for under $10- 26538Murphy2025-03-22
Named Entity Recognition Unmasked – The Essential Guide
How to Extract Personal Information from Text Corpus Using NER Like a Pro- 29970Murphy2025-03-22
Leverage OpenAI Tool calling: Building a reliable AI Agent from Scratch
Step-by-Step Workflow for developing and refining an AI Agent while dealing with errors- 27861Murphy2025-03-22
RAG: Hybrid Search Based on Two Indexes
The proposition I will be talking about in this article is something I already have implemented and I am currently testing in a personal...- 26002Murphy2025-03-22
FrugalGPT and Reducing LLM Operating Costs
This blog post will go into detail about a cost-saving architecture for LLM-driven apps as seen in the "FrugalGPT" paper- 22953Murphy2025-03-22
Text Embeddings, Classification, and Semantic Search
An introduction with example Python code- 20364Murphy2025-03-22
Hands On Monotonic Time Series Forecasting with XGBoost, using Python
This is how to use XGBoost in a forecasting scenario, from theory to practice- 21127Murphy2025-03-22
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.