YoVDO

Cyber & Data - Classification Metrics and ML

Offered By: Bill Buchanan OBE via YouTube

Tags

Machine Learning Courses Data Analysis Courses Cybersecurity Courses Support Vector Machine (SVM) Courses

Course Description

Overview

Explore classification metrics and machine learning concepts in this 35-minute video lecture. Delve into topics such as ROC curves, Support Vector Machines (SVM), and other essential metrics used in data analysis and cybersecurity. Learn through practical examples and gain insights into the application of these techniques in real-world scenarios. Enhance your understanding of data classification and machine learning principles to improve your skills in cyber and data analysis.

Syllabus

Intro
Classification Metrics
ROC Example
SVM Example
ML Example
Other Metrics
Examples


Taught by

Bill Buchanan OBE

Related Courses

Computer Security
Stanford University via Coursera Cryptography II
Stanford University via Coursera Malicious Software and its Underground Economy: Two Sides to Every Story
University of London International Programmes via Coursera Building an Information Risk Management Toolkit
University of Washington via Coursera Introduction to Cybersecurity
National Cybersecurity Institute at Excelsior College via Canvas Network