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Series
This series is based on the course of AWFERA. Here you will get an article-based overview of the lecture for getting quick summary and main theme of the lectures. It will cover from basic to advance topic - Fundamentals to Deployement
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...
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...
Deep learning is revolutionizing how we understand and interact with technology. So, today, we'll dive into its applications, exploring how it's reshaping industries and enhancing our daily lives. Advice for Learning Deep Learning Right Approach and...
This is the forth article of our series, Deep Learning Essentials. Neural networks can seem complex, but they are based on simple ideas. In this guide, we will explore what a neural network is and how it works. We'll use an example to make it easier ...
This is the fourth lecture of this series - Deep Learning Essentials. In this lecture, we will explore the concept of the logistic regression algorithm for neural networks. Sometimes, the ideas behind them can seem hard to grasp. To make things easie...
Welcome! In this post, we will explore loss functions in neural networks. Previously, we covered an example of logistic regression to help understand the concepts.our series- Deep Learning Essential. What is a Loss Function? A loss function measures...
