In this tutorial, you will get a brief understanding of what Neural Networks are and how they have been developed. In the end, you will gain a brief intuition as to how the network learns.
Artificial Intelligence has become one of the hottest fields in the current day and most of us willing to dive into this field start off with Neural Networks!!
But on confronting the math intensive concepts of Neural Networks we just end up learning a few frameworks like Tensorflow, Pytorch etc., for implementing Deep Learning Models.
Moreover, just learning these frameworks and not understanding the underlying concepts is like playing with a black box.
Whether you want to work in the industry or academia, you will be working, tweaking and playing with the models for which you need to have a clear understanding. Both the industry and the academia expect you to have full clarity of these concepts including the math.
In this series of tutorials, I’ll make it extremely simple to understand Neural Networks by providing step by step explanation. Also, the math you’ll need will be the level of high school.