Data Storytelling with Altair and pynarrative: Turning Data into Insight
Author(s): S Aishwarya Originally published on Towards AI. Strong data storytelling goes beyond simply visualizing numbers it uncovers the meaning behind the patterns, bringing clarity to what would otherwise be just a spreadsheet of values. Photo by Carlos Muza on Unsplash While …
Text Classification with CNNs: Are They Dead After Transformers?
Author(s): S Aishwarya Originally published on Towards AI. In today’s AI-driven world, transformer models like BERT, RoBERTa, and GPT dominate the field of NLP. From powering chatbots to summarizing documents, transformers seem to be the gold standard for almost every text-related task. …
Can Machine Learning Predict Air Quality Before It Gets Dangerous?
Author(s): S Aishwarya Originally published on Towards AI. Can Machine Learning Predict Air Quality Before It Gets Dangerous? In recent years, air pollution has moved from being an abstract environmental issue to a daily reality for millions around the globe. From smog-filled …
Can Traditional LSTMs Trained From Scratch Compete With Fine-Tuned BERT Models?
Author(s): S Aishwarya Originally published on Towards AI. In today’s digital era, fake news spreads faster than the truth, and the consequences can be serious. From influencing elections to spreading health misinformation, tackling fake news is more important than ever. Fake news …
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