Study guide for machine learning and cybersecurity

In this section, we will cover some of the resources that can be used to understand machine learning and cybersecurity beyond what we have covered, expanding your knowledge in these areas.

Machine learning theory

Here are a few resources where you can study data science and machine learning:

• Andrew Ng’s YouTube channel (available as a playlist of videos on YouTube: https://www.youtube.com/playlist?list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN): Andrew Ng is a professor of computer science at Stanford University. His machine learning course (made originally for Coursera) is world-famous. This course explains machine learning from the very basics, in clear and concise terms. You will learn about linear and logistic regression, gradient descent, and neural networks. The course explains the basics as well as the math behind it, with simple examples. All of the exercises in the course are in Matlab; however, you can try and...