As AI agents become increasingly prevalent in software applications, it's essential to ensure they're performing optimally. But how do you measure their success? The answer lies in evaluations (evals). In this post, we'll explore the importance of evals for...
Ever since OpenAI introduced ChatGPT UI in November 2022, the way we interact, process and consume information has changed drastically. It was science fiction to have a long and meaningful conversation with a machine until this point. ChatGPT, which is based...
In 2015, one of the largest e-commerce companies built an automated hiring tool to review and filter resumes based on skill sets and job descriptions. However, this project had to be halted after it was noticed that the hiring tool showed significant...
Have you ever had one of those days where it feels like you time-traveled into the future? That’s exactly how I felt when I attended the Data Science Salon’s conference on “Using AI & Machine Learning in the Enterprise” at Google’s San Francisco...
In our previous post, we introduced Linear Regression, a fundamental technique used to predict outcomes based on a single factor—such as estimating house prices based on square footage. We also discussed essential performance metrics like Mean Squared Error (MSE) and...
Generative AI, synthetic data, language models in healthcare, AI in finance, and ML in the enterprise are among the most significant topics to be covered during the Data Science Salon community events. Artificial intelligence transforms the way business operate all...
Did you know that organizations risk losing an average of 8% of their revenue due to poor Customer Experience (CX)? This significant potential loss can be attributed to the fact that over 50% of consumers either decreased or stopped spending with a business after a...
In recent years, Machine Learning (ML) has propelled software systems into new realms of capability. From revolutionizing medical assistance and personalized recommendations to enabling chatbots and self-driving cars, ML has become a cornerstone of modern technology....
In today's data intensive world, data scientists play a crucial role. Their main job is to make sense of large amounts of data, turning it into useful information that can guide decisions. This involves both creative and technical skills, using a range of methods and...
Large Language Models (LLMs) are revolutionizing the AI domain at an incredible pace. The diffusion of such powerful models is happening across various domains, from education to entertainment to healthcare. Although the flexibility of this technology is laudable, the...