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Transformer-based Large Language Models (LLMs) have emerged as the backbone of Natural Language Processing (NLP). These models have shown remarkable performance over a variety of NLP…
Machine learning has seen significant advancements in integrating Bayesian approaches and active learning methods. Two notable research papers contribute to this development: “Bayesian vs. PAC-Bayesian Deep…
Did you know that processing an expense report for an overnight hotel stay can take up to 20 minutes and cost an average of $58? According…
If it works, keep it simpleOutliers. Image by authorAs we all know, a big part of a data scientist’s job is to clean and preprocess data.…
Source: Canva Data science has been in demand for quite some time now. Fortunately, the democratization of education has made it fairly easy to build…
Image by Author | Midjourney & Canva Do you want local RAG with minimal trouble? Do you have a bunch of documents you want to…
Large language models (LLMs) have made significant strides in handling multiple modalities and tasks, but they still need to improve their ability to process diverse inputs…
In supervised multi-modal learning, data is mapped from various modalities to a target label using information about the boundaries between the modalities. Different fields have been…
Introduction to Account ReconciliationAccount reconciliation is the critical process of comparing your general ledger with internal and external sources. Each balance should match its corresponding entry…
Data-driven methods that convert offline datasets of prior experiences into policies are a key way to solve control problems in various fields. There are mainly two…