Understanding Race Conditions In the Context of Python
Python GIL can't guarantee thread safety- 27224Murphy2025-03-22
Unlocking Growth: 3 Years at Meta - Transformative Lessons for Work and Life
Pivotal learnings that shaped my journey as a data scientist _If you’re not a Medium member, read the full article for free on my substack._ Working at Meta was fast-paced, challenging, and intellectually stimulating. For three transformative years,- 29246Murphy2025-03-22
Do Machine Learning Models Store Protected Content?
~A proof of concept~- 25233Murphy2025-03-22
How to Expose Delta Tables via REST APIs
Three architectures discussed and tested to serve delta tables- 28710Murphy2025-03-22
Decoding Writing Success on Medium
A data-driven approach- 26551Murphy2025-03-22
PCA & K-Means for Traffic Data in Python
Reduce dimensionality and cluster Taipei MRT stations based on hourly traffic- 29594Murphy2025-03-22
The Graduate School Guidebook – How I funded (most of) my Master's degree!
The inside scoop on the University of Washington, Seattle!- 29385Murphy2025-03-22
Coding in Cipher: Encrypted Data Structures and Algorithms
Introducing the world of Fully Homomorphic Encryption (FHE), a groundbreaking approach that allows for computations on encrypted data without ever needing to decrypt it. This means you can perform operations on data while maintaining complete privacy. Thi- 29764Murphy2025-03-22
Apache Hadoop and Apache Spark for Big Data Analysis
A complete guide to big data analysis using Apache Hadoop (HDFS) and PySpark library in Python on game reviews on the Steam gaming...- 21407Murphy2025-03-22
How to Create Your Own CV Dataset Using Satellite Imagery: Wildfires from Space
Collecting images to train CNNs- 20336Murphy2025-03-22
Routing in RAG Driven Applications
Directing the application flow based on query intent- 22972Murphy2025-03-22
Data Scientists Work in the Cloud. Here's How to Practice This as a Student (Part 1: SQL)
Forget local Jupyter Notebooks and bubble-wrapped coding courses - here's where to practice with real-world cloud platforms. Part 1: SQL- 22959Murphy2025-03-22
How LLMs Can Fuel Gene Editing Revolution
Gene editing could cure most diseases, and LLMs can make it a reality sooner- 22676Murphy2025-03-22
SQL Explained: Grouping Sets, Rollup, and Cube
What are they and how do you use them?- 24324Murphy2025-03-22
How to Stand Out as a Data Scientist in 2024
Our weekly selection of must-read Editors' Picks and original features- 27392Murphy2025-03-22
What Is a Latent Space?
A concise explanation for the general reader- 21429Murphy2025-03-22
Bigram Word Cloud Animates Your Data Stories
Hands-on tutorial explaining how to create an Animated Word Cloud of bigram frequencies to display a text dataset in an MP4 video- 26834Murphy2025-03-22
Feature Selection with Optuna
A versatile and promising approach for the feature selection task- 28322Murphy2025-03-22
Time Series Forecasting: A Practical Guide to Exploratory Data Analysis
How to use Exploratory Data Analysis to drive information from time series data and enhance feature engineering using Python- 26643Murphy2025-03-22
A Beginner-Friendly Introduction to LLMs
A first step to Large Language Models- 24578Murphy2025-03-22
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.