A Comprehensive Comparison of ML Experiment Tracking Tools
What are the pros and cons of 7 leading tools- 20683Murphy2025-03-23
How to Connect to Your AWS EC2 Instance with Visual Studio Code
A quick and easy guide to accessing remote servers with VS Code- 22178Murphy2025-03-23
How to Reduce Your Master Data Management Bill
Grab the low-hanging fruits with open-source- 21699Murphy2025-03-23
Prediction in Various Logistic Regression Models (Part 2)
Statistics in R Series- 26085Murphy2025-03-23
Analyzing California's Electric Vehicle Adoption Rate
Using DMV Data with Pandas and GeoPandas- 27296Murphy2025-03-23
Generative AI for Social Work Students: Part II
Essential knowledge, abilities, and practices with AI- 24547Murphy2025-03-23
The ABCs of Differential Privacy
A Guide to Understanding Fundamental Definitions and Key Principles- 23313Murphy2025-03-23
Effectively Annotate Text Data for Transformers via Active Learning + Re-labeling
Boost Transformer model performance with Active Learning assisted data labeling- 24456Murphy2025-03-23
Similarity Search, Part 1: kNN & Inverted File Index
Similarity search is a popular problem where given a query Q we need to find the most similar documents to it among all the documents D.- 27190Murphy2025-03-23
Making Sense of the Promise (and Risks) of Large Language Models
Our weekly selection of must-read Editors' Picks and original features- 22163Murphy2025-03-23
Error Handling in R and Python
If an error comes up in the middle of a function, that can be handled- 26501Murphy2025-03-23
How to Build Popularity-Based Recommenders With Polars
Basic recommenders that are easy to understand and implement, as well as fast to train- 23273Murphy2025-03-23
Running Jaffle Shop dbt Project in Docker
A containerised version of the popular Jaffle Shop dbt project- 26513Murphy2025-03-23
Beyond Accuracy: Exploring Exotic Metrics for Holistic Evaluation of Machine Learning Models
Machine learning has undoubtedly become a powerful tool in today's data-driven world, but are we truly tapping into its full potential...- 21546Murphy2025-03-23
The Case Against Enterprise LLMs
A sober perspective as to why boring is best, even for AI- 22854Murphy2025-03-23
Performing Image Annotation using Python and OpenCV
Learn how to create bounding boxes for your images- 23016Murphy2025-03-23
How Useful is F-test in Linear Regression?
Not very much, but we can improve it.- 29537Murphy2025-03-23
The Myth Of p-values: Why They're Not the Holy Grail in Data Science
The p-value fallacy: why we need to stop treating them as Gospel- 25048Murphy2025-03-23
Towards Stand-Alone Self-Attention in Vision
A deep dive into the application of the transformer architecture and its self-attention operation for vision- 20222Murphy2025-03-23
Cleaning Up Confluence Chaos: A Python and BERTopic Quest
A tale of taming unruly documents to create the ultimate GPT-based chatbot- 21677Murphy2025-03-23
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features
