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

Social Network Analysis
University of Michigan via Coursera Intro to Algorithms
Udacity Data Analysis
Johns Hopkins University via Coursera Computing for Data Analysis
Johns Hopkins University via Coursera Health in Numbers: Quantitative Methods in Clinical & Public Health Research
Harvard University via edX