Simplify File Sharing
Coding Example for working with Google Drive's Shared Folders in Collaboration Projects- 24155Murphy2025-03-23
An Analysis of the Top Tech YouTube Channels with Python
Using the YouTube API to understand the performance of the top YouTube tech channels- 27550Murphy2025-03-23
How to Store Historical Data Much More Efficiently
A hands-on tutorial using PySpark to store up to only 0.01% of a DataFrame's rows without losing any information.- 20726Murphy2025-03-23
Why Your Data Pipelines Need Closed-Loop Feedback Control
As data teams scale up on the cloud, data platform teams need to ensure the workloads they are responsible for are meeting business objectives, our main mission here at Sync. At scale with dozens of data engineers building hundreds of production jobs, con- 29649Murphy2025-03-23
The Birth of Data Science: History's First Hypothesis Test & Python Insights
Dive into Python-powered insights that every data scientist needs to know- 20355Murphy2025-03-23
Should We Be Virtualizing Our Data Science Systems-or Not?
It can be hard to navigate the pros and cons of virtualizing data science processes, but some power and performance trends cannot be...- 20215Murphy2025-03-23
How to Create Map Plots with Plotly
5 examples from the Significant Volcanic Eruption database- 23355Murphy2025-03-23
Reingold Tilford Algorithm Explained With Walkthrough
Algorithm to Plot Tree Nodes with Numerical Examples and Python Code- 24551Murphy2025-03-23
Reinforcement Learning: an Easy Introduction to Value Iteration
Learn the fundamentals of RL and how to apply Value Iteration to a simple example problem- 27193Murphy2025-03-23
Tensor Quantization: The Untold Story
A close look at the implementation details of quantization in machine learning frameworks- 21996Murphy2025-03-23
Solve the Mystery of the Serrated COVID Chart
Downsample data to the proper resolution with pandas- 23427Murphy2025-03-23
Segment Anything – Promptable Segmentation of Arbitrary Objects
Segment Anything by A. Krillov et. al.- 27100Murphy2025-03-23
How does Socio-Educational Index Influence School Leaver Outcomes?
ANCOVA - Bayesian Style- 20728Murphy2025-03-23
From Paper to Pixel: Evaluating the Best Techniques for Digitising Handwritten Texts
We used the OCR, Transformer, and ensemble techniques to find the balance between accuracy, cost, and complexity of text digitisation- 29132Murphy2025-03-23
LLMOps: Production prompt engineering patterns with Hamilton
An overview of the production grade ways to iterate on prompts with Hamilton.- 28864Murphy2025-03-23
How to Build and Manage a Portfolio of Data Assets
A step-by-step approach- 28517Murphy2025-03-23
The Capture-ReCapture Method
Estimating a population size without counting it- 27197Murphy2025-03-23
The Language of Locations: Evaluating Generative AI's Geocoding Proficiency
An applied project detailing the performance of LLMs for geocoding, in comparison to modern geocoding APIs.- 29190Murphy2025-03-23
Document Topic Extraction with Large Language Models (LLM) and the Latent Dirichlet Allocation…
A guide on how to efficiently extract topics from large documents using Large Language Models (LLM) and the Latent Dirichlet Allocation...- 25349Murphy2025-03-23
An intuition for AUC and Harrell's C
A graphical approach- 21128Murphy2025-03-23
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.