Belhassen EssidActive Learning Strategies: Pros and ConsAfter being provided with an extensive unlabeled data set, data scientists found that manually labeling them is tedious and time-consuming…Oct 9, 2022Oct 9, 2022
Belhassen EssidSpeedup Data Labeling using Clustering: Tools and Techniques for enhanced Data Labeling.In a case where you are working with datasets that are largely unstructured and unclassified, annotation might look impossible at first…Oct 9, 2022Oct 9, 2022
Belhassen EssidinBetter ProgrammingAnnotate Text From Google Sheet Using Google Apps Script and Machine Learning APIsGoogle Sheets and Machine Learning make automation a whole lot easierSep 11, 2022Sep 11, 2022
Belhassen EssidML Ops tools for NLPIn this article, we will present the different Machine Learning lifecycle approaches, from traditional pipeline to advanced MLOps, and in…Aug 22, 20221Aug 22, 20221
Belhassen EssidCategorize invoices using Multimodal Transformers: Leveraging both structured and unstructured dataIn this article, we will fine-tune a pre-trained BERT model on our “multimodal” data to perform a multiclass classification of invoices by…Aug 9, 20221Aug 9, 20221