Study Guide

Objective

You can implement deep learning models through programming.
You know how to use libraries designed for deep learning.
You understand the significance of the cost function and gradients in optimization.
You can communicate using terminology related to neural networks.
You understand the purpose of activation functions.
You know how to modify your learning algorithm or data to improve model performance.

Content

What libraries are used for programming deep learning models?
How are deep learning models programmed?
How can the performance of a learning algorithm be improved?
What concepts are related to deep learning?
What are the application areas of deep learning?

Qualifications

Knowledge of applied mathematics, data analysis, and machine learning is required.