April 9, 2024

Took a long time but I found what I enjoy doing for the rest of my life Soyoung L · Follow Published in Towards Data Science · 5 min read · 8 hours ago — Currently, I am a data scientist over 4 years of experience. I want to delve into my own journey — a gradual process of discovering my passion for data science. It took me quite a while to figure out my

Elevating your RAG System: A step-by-step guide to advanced enhancements via LLM evaluation, with a real-world data use case Hamza Gharbi · Follow Published in Towards Data Science · 29 min read · 9 hours ago — Image generated by DALL-E. This article will guide you through building an advanced Retrieval-Augmented Generation (RAG) pipeline using the llama-index framework. A Retrieval-Augmented Generation (RAG) system is a framework that makes generative AI models more accurate and reliable

This sophistication matrix can show you where you need to go Kate Minogue · Follow Published in Towards Data Science · 7 min read · 1 day ago — Every company today seems to be consumed with building an AI strategy. From sole traders to massive organisations, the question top of mind for the past 6 months has been — how can I use AI in my business? Often even before “Should I?” Luckily, with

Dive into CNN, the backbone of Computer Vision, understand its mathematics, implement it from scratch, and explore its applications Cristian Leo · Follow Published in Towards Data Science · 26 min read · 9 hours ago — Image by DALL-E Index · 1: Introduction · 2: The Math Behind CNN Architecture ∘ 2.1: Convolutional Layers ∘ 2.2: Stride ∘ 2.3: Padding ∘ 2.4: Multiple Filters and Depth ∘ 2.5: Weight Sharing ∘ 2.6: Feature Map