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Towards Data Science
24 avril
06h13
How to Detect Floods in Satellite Imagery, Case Study: Dubai Flooding
Mahyar Aboutalebi, Ph.D.
Detecting and monitoring flooded areas in satellite imagery with a simple classification approachContinue reading on Towards Data Science
06h07
Organizing Python Functions in Utility Classes
Marcin Kozak
Explore how utility classes provide enhanced namespaces for grouping related functions.Continue reading on Towards Data Science
05h26
Permutation Feature Importance from Scratch
Conor O'Sullivan
Understanding the importance of permutations in the field of explainable AIContinue reading on Towards Data Science
02h59
Spatial Challenges in RCTs
Leonardo Maldonado
Location, Location, LocationContinue reading on Towards Data Science
23 avril
19h22
Introduction to Kaggle and Scoring Top 7% in the Titanic Competition
Oliver S
Get started with Kaggle and submit a good first solutionContinue reading on Towards Data Science
18h45
Speak, Don’t Type: Exploring Voice Interaction with LLMs [Part 1]
Youness Mansar
Will Mechanistic Interpretability Overcome the Limitations of Post Hoc Explanations Continue reading on Towards Data Science
18h04
Denoising Radar Satellite Images with Python Has Never Been So Easy
Hadrien Mariaccia
Exploiting the low rank nature of weight updates during fine tuning results in orders of magnitude reduction in learnable parametersContinue reading on Towards Data Science
17h52
The Quest for Clarity: Are Interpretable Neural Networks the Future of Ethical AI?
Andy Spezzatti
14h46
Differential Privacy and Federated Learning for Medical Data
Eric Boernert
14h17
LoRA: Revolutionizing Large Language Model Adaptation without Fine-Tuning
Samuel Flender