Building a Convolutional Neural Network (CNNs) from Scratch
Line-by-Line, Let's Build a ResNet Classifier on the MNIST-Fashion Dataset- 30143Murphy2025-03-22
Let There Be Light! Diffusion Models and the Future of Relighting
Discover how cutting-edge diffusion models tackle relighting, harmonization, and shadow removal in this in-depth blog on scene editing.- 29250Murphy2025-03-22
Log Breadcrumbs: only show Logs leading up to an Error
Hot to log Breadcrumbs using Python's built-int logging package- 28850Murphy2025-03-22
MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting
The popular foundation time-series model just got an update!- 29443Murphy2025-03-22
Classify Jira Tickets with GenAI On Amazon Bedrock
Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket text classification- 20273Murphy2025-03-22
A Simple Example Using PCA for Outlier Detection
Improve accuracy, speed, and memory usage by performing PCA transformation before outlier detection- 27082Murphy2025-03-22
Should you learn how to code in the next decade?
Or will AI eat up all the software in the world?- 22031Murphy2025-03-22
The Bias Variance Tradeoff and How it Shapes The LLMs of Today
What makes chatGPT so good? What are the architectural assumptions behind the success and pitfalls of large language models like chatGPT?- 23062Murphy2025-03-22
Exploring Recursive Art: Fractals with Context Free
Generating Intricate Imagery with Simple Rules and Shapes- 28378Murphy2025-03-22
Least Squares Regression, Explained: A Visual Guide with Code Examples for Beginners
Gliding through points to minimize squares- 21965Murphy2025-03-22
Histogram of Oriented Gradients (HOG) in Computer Vision
An explanation and implementation of Histogram of Oriented Gradients (HOG) for object detection and recognition- 30033Murphy2025-03-22
Rasterizing Vector Data in Python
How to turn vector elevation lines into a grid - and build it from Lego- 24746Murphy2025-03-22
Paper Walkthrough: Attention Is All You Need
The complete guide to implementing a Transformer from scratch- 25791Murphy2025-03-22
Forecasting the Future: How Can We Predict Tomorrow's Demand Using Yesterday's Insights?
Demand planners and other company stakeholders use forecasts to anticipate future needs and adjust supply accordingly.- 25303Murphy2025-03-22
User Studies for Enterprise Tools: HCI in the Industry
Insights as an HCI research scientist in an industry catered to building tooling for enterprises- 20716Murphy2025-03-22
Easy Hurricane Tracking with Tropycal
A great Python package for storm analysis- 25778Murphy2025-03-22
Predict Housing Price using Linear Regression in Python
A walk-through of cost computation, gradient descent, and regularization using Boston Housing dataset- 22243Murphy2025-03-22
Data-Driven Journey Optimization: Using Deep Learning to Design Customer Journeys
Can ML models learn to construct optimal customer journeys?- 26167Murphy2025-03-22
Kickstart Your Data Science Journey – A Guide for Aspiring Data Scientists
Key Technical Skills You Need to Kick-start Your Career in Data Science- 21947Murphy2025-03-22
An Introduction to VLMs: The Future of Computer Vision Models
Building a 28% more accurate multimodal image search engine with VLMs.- 20651Murphy2025-03-22
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.