Can I do regression with deep learning?
<p>I am new to <strong>ML</strong>, and I have a dataset:</p>

<p><img src="https://i.stack.imgur.com/oC71G.png" alt="Data Set"></p>

<p>Where:</p>

<pre><code>X = {X_1, X_2, X_3, X_4, X_5, X_6, X_7};
Y = Y;
</code></pre>

<p>I'm trying to find the possible relationship between <strong>X</strong> and <strong>Y</strong> like <strong>Y = M(X)</strong> using <strong>Deep Learning</strong>. To my knowledge, this is a <strong>regression</strong> task since the data type of my target <strong>Y</strong> is real. </p>

<p>I have tried some regression algorithms like LMS and Stepwise regression but none of those gives me a promising result. So I'm turning into the deep neural network solution, so:</p>

<ul>
<li>Can <strong>ANN</strong> do this regression task?</li>
<li>How to design the network, especially the type of layers, activation function, etc.?</li>
<li>Is there some existing NN architecture I can refer to?</li>
</ul>

<p><strong>Any help is appreciated.</strong></p>