Machine Learning

Summary In this article, we showcase a powerful new query engine ( SQLAutoVectorQueryEngine ) in LlamaIndex that can leverage both a SQL database as well as a vector store to fulfill complex natural language queries over a combination of structured and unstructured data. This query engine can leverage the expressivity of…

Demystifying one of the most popular algorithms in Machine Learning. It’s no news that AI has become increasingly popular over the last few years, and it should come as no surprise that there has been an increase in demand for learning about AI. Specifically, many IT professionals want to leverage…

Ask GPT-4 to prove there are infinite prime numbers — while rhyming — and it delivers. But ask it how your company did last quarter, and it will fail miserably. This illustrates a fundamental challenge of large language models (“LLMs”): they have a good grasp of general, public knowledge, but…

Avianca passenger Roberto Mata’s knee was injured by a blow from the food trolley. He then sought damages through an attorney, Steven A. Schwartz of Levidow, Levidow & Oberman, and when Avianca asked the judge to dismiss the case, that attorney came forward with a ten-page brief citing a half-dozen…

Generative AI Generative AI is a type of artificial intelligence (AI) that can create new content, such as text, images, or even music. Generative AI models are trained on large datasets of existing content, and then they use the information or underlying structure of the data to generate new content that is…

In my last post we discussed generative technologies. If you aren’t familiar with the present capabilities of generative AI, I recommend at least skimming the introduction. Two artists, Drake and The Weeknd, refused to collaborate on a song for over a decade despite massive demand from fans. However, a new…

Introduction: In this beginner-friendly article, we will explore the process of building an automated machine learning (ML) pipeline for predicting employee attrition. We will leverage the power of Streamlit, Pandas Profiling, and PyCaret to develop an intuitive web application that allows users to upload HR data…

Hello everyone! In our digitally driven world, the slightest change can be the difference between a conversion and a lost potential customer. Today, I invite you into the world of A/B testing — the silent powerhouse behind effective data-based decision making! A/B Testing Demystified At its heart, A/B testing sounds like a simple…

Got multiple cloud solutions and now thinking of how to get your data out for analytics. After all data is the new oil and oil spilled all over is not really something businesses wants. This article helps you understand different strategies for moving your data out of your cloud stack…