Home Specialist skills Security SEC595: Applied Data Science and Machine Learning for Cybersecurity Professionals

SEC595: Applied Data Science and Machine Learning for Cybersecurity Professionals

Apply statistical models to real world problems in meaningful ways

Generate visualisations of the data

Understand and apply unsupervised learning/clustering methods

Build and understand Deep Learning Neural and Convolutional Neural Networks

Understand and build Genetic Search Algorithms

Overview

Off the shelf (OTS)

SEC595 provides students with a crash-course introduction to practical data science, statistics, probability and machine learning. The course is structured as a series of short discussions with extensive hands-on labs that help students to develop useful intuitive understandings of how these concepts relate and can be used to solve real-world problems. If you've never done anything with data science or machine learning but want to use these techniques, this is definitely the course for you!