Tag: Evaluation

Google Summer of Code  — Final Evaluation

Google Summer of Code — Final Evaluation The great adventure has finally come to and end. This post is a total description of my work during the summer of codes and will serve as my final submission for the last evaluation. Project Title : Add "Autofix" feature f...

JavaScript Operator Precedence — Simplifying Expression Evaluation

Operator precedence in JavaScript determines the order in which operators are evaluated in an expression. Understanding operator precedence is crucial for writing correct and predictable code. This article aims to provide a comprehensive guide to operator precedence in JavaScript, explaining how it ...

From Data to Clusters; When is Your Clustering Good Enough?

With unsupervised cluster analysis, we can group observations with similar patterns, and reveal (hidden) trends in the data. The use of cluster evaluation methods helps to determine the clustering tendency, quality, and optimal number of clusters. In this blog, we will dive into cluster evaluat...

FACET: Fairness in Computer Vision Evaluation Benchmark

In this post we cover FACET, a new dataset created by Meta AI in order to evaluate a benchmark for fairness of computer vision models. Computer vision models are known to have biases that can impact their performance. For example, as we can see in the image below, given an image classification model...

Navigating the World of Chatbots with LLM Evaluation: A Databricks Case Study

Hello…there! Chatbots have become an integral part of our digital interactions, and they owe their prowess to Large Language Models (LLMs). One cutting-edge approach in chatbot development is the Retrieval Augmented Generation (RAG) architecture. It combines the best of both worlds: know...

Abu Dhabi city evaluation from 1950 to 2023

Abu Dhabi is a city that has undergone significant changes since its formation in 1950. From being a small fishing village to becoming the capital of the United Arab Emirates, Abu Dhabi has experienced rapid development and modernization. In the early 1950s, Abu Dhabi was a small, isolated town w...

Abu Dhabi city evaluation from 1950 to 2023

Abu Dhabi is a city that has undergone significant changes since its formation in 1950. From being a small fishing village to becoming the capital of the United Arab Emirates, Abu Dhabi has experienced rapid development and modernization. In the early 1950s, Abu Dhabi was a small, isolated town w...