Second Article of the series: Deep Learning Essentials What is Learning? Learning is a fundamental concept that applies to both humans and machines. It involves acquiring knowledge or skills through experience, study, or instruction. For humans, lear...
Embark on a Deep Learning Journey Welcome to this article series based on AWFERA's “Deep Learning Essentials" course. Here, you'll find a concise, article-based overview of each lecture, supplemented with additional research materials to facilitate a...
Welcome to the seventh and final article in our series on Retrieval-Augmented Generation (RAG) explaining the stpes. In the previous articles, we thoroughly explored each step of the RAG process, from understanding what RAG is to retrieving data usin...
Today, we’re excited to explore one of the most widely used neural networks, especially in image processing: Convolutional Neural Networks (CNNs). You might be wondering — we already have simple neural networks that can handle images as we explored i...
In recent years, we've been hearing a lot about deep learning and machine learning. Like many others, I was once confused, thinking deep learning was something entirely different. But today, in this article, I’ll explain both concepts to help you und...
This is the 6th article in my Retrieval-Augmented Generation (RAG) series. In previous articles, we explored what RAG is and how to create a vector store. Now, we’ll cover the next critical step—retrieving data from vector stores. This is a core comp...
