Browsing: Data Science
A breakdown of what my data science role truly entailsPhoto by Corinne Kutz on UnsplashI have ~three years of experience working as a full-time data scientist,…
Build an interactive map visualization displaying the shortest path between two points at sea within the Python Dash frameworkMaria Mouschoutzi, PhD·FollowPublished inTowards Data Science·14 min read·11…
Using Meta’s GeoLift LibraryPhoto by Z on UnsplashNavigating the complexities of location-based testing can be challenging.Luckily, GeoLift is here to optimize the process.Developed by Meta’s Marketing…
Reflections on How I Use AI in my University Lectures and AssessmentI would like to start with a clear disclaimer: While I have been lecturing at…
Reinforcement Learning : The Markov Decision Problem for feature selectionIt has been demonstrated that reinforcement learning (RL) technics can be very efficient for problems like game…
Simple stream processing using Python and tumbling windowsImage by authorIn this tutorial, I want to show you how to downsample a stream of sensor data using…
Quick Success Data ScienceA beginner’s guide to handling dates and times25 min read·12 hours agoPanda time by DALL-E3Data referenced to a time index is called a…
Intuition, algorithm and code for using ALEs to explain machine learning modelsContinue reading on Towards Data Science » Source link
Large Language Models are amazing, but for many production problems, simpler techniques are faster, cheaper, and just as…Continue reading on Towards Data Science » Source link
Implement an encoder-decoder recurrent network from scratchKeras 3.0 Tutorial: End-to-End Deep Learning Project Guide. Image by AuthorEven though I started using Pytorch a while ago, I…