AI for Cybersecurity Masterclass: Build Intelligent Security

Name: AI for Cybersecurity Masterclass: Build Intelligent Security
Rating: 4.0 (5 reviews)

AI for Cybersecurity: Ethical Hacking, SOC Automation & Future AI Defense

Created byData Science Academy, School of AI

Last updated 5/2026

English

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What you'll learn

Understand the fundamentals of Artificial Intelligence in Cybersecurity and how AI is transforming modern cyber defense
Learn how Machine Learning and Generative AI are used for threat detection, phishing analysis, malware detection, and SOC automation
Build knowledge of ethical hacking concepts, AI-powered penetration testing, and modern cyberattack techniques
Explore AI-powered SIEM, SOC operations, incident response, and intelligent security workflows
Understand how attackers use deepfakes, voice cloning, prompt injection, adversarial AI, and social engineering attacks
Learn the fundamentals of cloud security, identity & access management, and AI-driven cloud monitoring

Course content

6 sections • 18 lectures • 5h 29m total length

Welcome to AI-Powered Cybersecurity15:16
Cybersecurity Foundations for Beginners18:13
Introduction to Artificial Intelligence19:30

Generative AI for Cybersecurity18:33
Learn how generative AI transforms cybersecurity by powering threat analysis, incident reporting, and workflow automation with large language models, transformers, and intelligent copilots, while emphasizing prompts, validation, and responsible use.
AI Security Assistants & Automation17:14
Explore how ai security assistants and automation scale security operations centers through threat triage, incident summarization, and workflow orchestration, while reinforcing hybrid human-ai collaboration and governance.
Prompt Engineering for Security Teams16:17
Learn to design precise, context-rich prompts for cybersecurity AI, enabling reliable threat analysis, IOC extraction, and structured workflows in SOC operations.

AI for Phishing Detection16:49
AI-powered phishing detection strengthens email security by applying NLP, behavioral analysis, and threat signals to identify social engineering and spear phishing attacks.
AI Malware Detection Systems18:00
Analyze behavior with AI-powered malware detection systems that classify files using machine learning. Retrain continuously to detect evolving threats and enable proactive, adaptive defense against phishing, ransomware, and other attacks.
AI for Intrusion Detection Systems (IDS)20:14
AI-powered intrusion detection systems transform modern cybersecurity by continuously monitoring networks, endpoints, and telemetry, using behavioral analytics, anomaly detection, and intelligent alerting for faster threat response.

Machine Learning Fundamentals for Security17:51
Discover how machine learning transforms cybersecurity by enabling scalable threat detection, anomaly detection, and automated threat prioritization across logs, network traffic, and endpoint telemetry.
Deep Learning for Cyber Defense17:56
Explore how deep learning powers scalable cyber defense with neural networks, CNNs, and RNNs to detect threats, classify malware, and predict attacks in real time.
AI-Based SIEM & SOC Systems21:09
Learn how SIEM and SOC form a centralized defense by ingesting logs, correlating events, and enabling AI-driven detection and automated responses across an organization's infrastructure.

AI for Ethical Hacking18:42
AI Security Risks & Model Vulnerabilities18:12
Explore how AI security risks expand the attack surface across data, prompts, pipelines, and integrations, and learn to defend against data poisoning, prompt injections, and adversarial evasion with layered governance.
Deepfakes, Voice Cloning & Social Engineering17:58
Explore how AI enables social engineering at scale, including AI-generated phishing, voice cloning, and deepfakes, and examine layered defenses, governance, and ethical considerations.

AI in Cloud Security19:36
AI-powered cloud security harnesses continuous monitoring, behavioral analytics, and adaptive identity controls to defend multi-cloud environments against misconfigurations, data breaches, and insider threats.
AI Agents for Cybersecurity19:02
Quantum Security & Future Threats18:41
Explore how quantum security reshapes encryption and future threats, addressing post-quantum cryptography, quantum-safe architectures, and governance for global cyber defense.

Requirements

No prior cybersecurity or AI experience is required — this course is designed to be beginner-friendly
Basic computer knowledge and internet browsing skills will be helpful
A curiosity about Artificial Intelligence, cybersecurity, ethical hacking, and future technologies is all you need to get started
Some familiarity with cloud platforms, networking, or programming is helpful but not mandatory
Students who want hands-on practice may optionally install Python and use free tools like Jupyter Notebook or cloud-based AI platforms

Description

“This course contains the use of artificial intelligence”

Artificial Intelligence is transforming cybersecurity faster than ever before. Traditional security tools are no longer enough to defend against modern cyber threats, AI-powered phishing campaigns, autonomous malware, cloud attacks, deepfakes, and intelligent adversaries. Organizations worldwide are rapidly adopting AI-driven cyber defense, automated SOC operations, intelligent threat detection systems, and next-generation security automation to stay ahead of attackers.

This course is designed to help you understand how Artificial Intelligence, Machine Learning, Generative AI, Cloud Security, AI Agents, and future technologies like Quantum Computing are reshaping modern cybersecurity. Whether you are a beginner exploring cybersecurity for the first time or an IT professional wanting to understand the future of AI-powered defense systems, this course gives you practical and industry-focused knowledge in a clear and easy-to-follow format.

Throughout the course, you will learn the foundations of cybersecurity, including the CIA Triad, phishing, malware, ransomware, intrusion detection systems, SIEM platforms, SOC operations, ethical hacking fundamentals, cloud security, and identity & access management. You will then move into the exciting world of Artificial Intelligence for Cybersecurity, where you’ll explore Machine Learning, Deep Learning, Generative AI, AI-assisted threat detection, AI-powered SOC automation, phishing detection models, malware classification systems, AI incident response workflows, and intelligent cyber defense systems.

You will also discover how attackers are using AI through deepfakes, voice cloning, adversarial AI attacks, prompt injection, AI social engineering, autonomous attacks, and AI-driven deception campaigns. In addition, the course explores the future of cybersecurity through topics like AI Agents for Cybersecurity, autonomous security operations, AI-powered cloud defense, post-quantum cryptography, quantum security risks, and next-generation cyber defense ecosystems.

This course focuses on practical understanding, real-world cybersecurity concepts, AI security workflows, and future industry trends rather than heavy mathematics or overly advanced theory. By the end of this course, you will understand how modern organizations are using AI to automate cyber defense, strengthen cloud security, improve threat detection, accelerate incident response, and prepare for future cyber threats in an increasingly intelligent digital world.

If you want to learn how AI and cybersecurity are merging to create the future of digital defense, this course is the perfect starting point.

Who this course is for:

Beginners who want to learn how Artificial Intelligence is transforming cybersecurity and ethical hacking
Cybersecurity students interested in AI-powered threat detection, SOC automation, malware analysis, and future cyber defense systems
IT professionals, system administrators, and cloud engineers who want to understand modern AI-driven security operations
Ethical hackers and security analysts looking to explore AI-assisted penetration testing, phishing detection, and intelligent cyber defense
AI enthusiasts who want to understand real-world applications of Machine Learning, Generative AI, and AI Agents in cybersecurity

AI for Cybersecurity Masterclass: Build Intelligent Security

What you'll learn

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Course content

Introduction to AI & Cybersecurity3 lectures • 53min

Generative AI & Security Automation3 lectures • 52min

AI-Powered Threat Detection3 lectures • 55min

Machine Learning for Cybersecurity3 lectures • 57min

Ethical Hacking & AI Attacks3 lectures • 55min

AI, Cloud & Future Cybersecurity3 lectures • 57min

Requirements

Description

Who this course is for: