Tommaso BuonocoreinTowards Data ScienceAraucana XAI: Why Did AI Get This One Wrong?A new approach to provide local explanations for machine learning model predictions through navigable trees and hiearchical rulesJul 14, 20231Jul 14, 20231
Tommaso BuonocoreinTowards Data ScienceBackdoor Attacks on Language Models: Can We Trust Our Model’s Weights?A primer on the potential risks of leaning on unreliable sources in NLPJul 20, 2022Jul 20, 2022
Tommaso BuonocoreinTowards Data ScienceUsing BERT for Forum Moderation and FilteringOnline forums still play an important role in connecting people, but manual moderation is a time-intensive process. Can NLP help?Feb 24, 2022Feb 24, 2022
Tommaso BuonocoreinTowards Data ScienceBuilding Modern and Lightweight NLP Python Interfaces with HTML/CSSHow to merge Python and Web Design to create beautiful and powerful GUIs in no time.Oct 26, 20211Oct 26, 20211
Tommaso BuonocoreinTowards Data ScienceSummarizing Medical Documents With NLPHow to apply Document Summarization to clinical documents without making any blunders.Jul 23, 20211Jul 23, 20211
Tommaso BuonocoreinTowards Data ScienceEmbeddings, Embeddings Everywhere!Food for thought on the incredible versatility of word embeddings with five different-from-usual domains of applicationDec 16, 2020Dec 16, 2020
Tommaso BuonocoreinTowards Data ScienceExploring chromatic storytelling in movies with R: color palette extractionHow to extract color palettes from movie frames using color quantization theory and unsupervised machine learningSep 20, 2020Sep 20, 2020
Tommaso BuonocoreinTowards Data ScienceIs COVID-19 Lockdown Cleaning the Skies Over Milan?How COVID-19 controls are impacting air pollution levels in LombardyApr 12, 20201Apr 12, 20201
Tommaso BuonocoreinTowards Data ScienceDeep Learning & Healthcare: All the Glitters Ain’t GoldAn overview of the complex relationship between Deep Learning and HealthcareFeb 28, 2020Feb 28, 2020
Tommaso BuonocoreinTowards Data ScienceAll I want for Christmas is AI: write the next Christmas hit using LSTMsLearn how to spicy up your holidays with some weird AI-generated Christmas lyricsDec 30, 2019Dec 30, 2019