---
title: "Data Science for Cybersecurity"
url: https://manasdasgupta.com/courses/data-science-for-cybersecurity/
description: "A four-hour intermediate course on applying data science to cyber threats. You collect and preprocess security data, apply supervised and unsupervised…"
author: Manas Dasgupta
last_verified: 2026-09-25
---

# Data Science for Cybersecurity

> **Bottom line:** A four-hour intermediate course on applying data science to cyber threats. You collect and preprocess security data, apply supervised and unsupervised machine learning to threat detection, use neural networks and NLP to spot malicious patterns in problems such as malware and phishing, and evaluate models with ethics and regulation in mind.

- **Platform:** EC-Council
- **For:** Security professionals and analysts who want to apply machine learning to threat detection.
- **Level:** Intermediate
- **Duration:** 4 hours
- **Language:** English
- **Rating on EC-Council:** 4.0 out of 5 (12+ ratings)
- **Price:** $99.99
- **Enrol:** https://manasdasgupta.com/go/data-science-for-cybersecurity/

## What you will be able to do
- Understand the threat landscape and where data science helps defence
- Collect, preprocess and analyse cybersecurity data
- Apply machine learning techniques to threat detection
- Use neural networks and NLP to identify malicious patterns
- Evaluate model performance with ethics and compliance in mind

## Curriculum
### Data Handling and Initial Analysis in Cybersecurity


### Supervised Learning Basics for Cybersecurity


### Advanced Supervised Learning Applications


### Unsupervised Learning for Cybersecurity


### Neural Networks and NLP in Cybersecurity


### Real-world Applications, Ethics, and Regulations


## Prerequisites
- Not stated on the course page

## Frequently asked questions
### Do I get a certificate?
Yes. EC-Council's CodeRed platform includes a validation of completion.