This blog post delves into the concept of Neural Networks, one of the cornerstones of today's technology. Starting with the question of what Neural Networks are, the importance of deep learning, its working principles, advantages and disadvantages are discussed in detail. The article, which is concretized with application examples, explains how data analysis is done with Neural Networks, the necessary preparations for deep learning, training processes and strategies. In addition, important statistics about Neural Networks are also included. As a result, the points to be considered in the use of Neural Networks are emphasized, and guidance is provided to those who want to use this powerful technology. What is Neural Networks? Let's Get to Know the Basic Concepts Neural Networks are a technology inspired by the working principles of the human brain and used to solve complex problems...