YoVDO

Machine Learning for Malware Detection

Offered By: YouTube

Tags

Malware Analysis Courses Cybersecurity Courses Machine Learning Courses Gradient Boosting Courses Malware Detection Courses

Course Description

Overview

Learn to classify malware samples using machine learning techniques and PE headers in this comprehensive video series. Explore a malware dataset, understand Portable Executable (PE) files, and develop a classifier through hands-on coding sessions. Delve into advanced concepts like gradient boosting to enhance your malware detection skills.

Syllabus

Machine Learning for Malware Detection - 1 - Introduction.
Machine Learning for Malware Detection - 2 - The Malware Dataset.
Machine Learning for Malware Detection - 3 - The Malware Dataset - Part 2.
Machine Learning for Malware Detection - 4 - Portable Executable (PE) Files.
Machine Learning for Malware Detection - 5 - Coding the Classifier - Part 1.
Machine Learning for Malware Detection - 6 - Coding the Classifier - Part 2.
Machine Learning for Malware Detection - 7 - Gradient Boosting.


Taught by

Cristi Vlad

Related Courses

Machine Learning with Python: Zero to GBMs
Jovian Machine/Deep Learning for Mining Quality Prediction-Enhanced
Coursera Project Network via Coursera Mining Quality Prediction Using Machine & Deep Learning
Coursera Project Network via Coursera Modeling Time Series and Sequential Data
SAS via Coursera Modélisez vos données avec les méthodes ensemblistes
CentraleSupélec via OpenClassrooms