Challenge - Build a Neural Network and fine-tune it
Explore how to build a simple forward neural network using Scikit-Learn's MLPClassifier. Learn to fine-tune key parameters such as batch size, hidden layers, and learning rate to improve model performance. Understand the process of preparing data, training, and evaluating networks with F1-score to gain practical skills in deep learning.
We'll cover the following...
We'll cover the following...
Challenge - Build a Neural Network and try to fine-tune it
In this challenge, you need to build a simple forward neural network and try to fine-tune it. The main purpose of this challenge is to give you an intuitive ...