We are proud to offer the Sama-Coco dataset, a relabelling of the Coco-2017 dataset by our own in-house Sama associates (here’s more information about our people!). We invite the Machine Learning (ML) community to use it for anything you would like to do – all free of charge and ungated.
This is part of our ongoing effort to redefine data quality for the modern age, and to contribute to the wider research and development efforts of the ML community. Here are the ungated links to the two datasets (both covered by the Creative Commons license) so that you can get started right away.


The MEL3E course is part of the Ontario secondary school curriculum designed for students in the Workplace stream. It focuses on the practical application of math in real-world scenarios, preparing students for financial independence and professional life. Key learning areas include: MEL3E Grade 11 Mathematics for Work & Everyday Life
This guide explores the core components of the MEL3E curriculum and why a high-quality, "patched" digital workbook is a vital resource for students and educators. What is the MEL3E Course? mel3e workbook pdf patched
The keyword "" refers to a specific, optimized digital version of the Grade 11 Mathematics for Work and Everyday Life (MEL3E) workbook. In educational contexts, a "patched" or "repaired" PDF typically indicates a file that has been updated to fix broken links, correct mathematical errors in the answer keys, or improve formatting for better digital accessibility. The MEL3E course is part of the Ontario