AI FOR CYBER SECURITY
The AI for Cyber Security Training Syllabus is a practical, job-focused program that teaches how to apply AI and Machine Learning in real-world cyber-defense scenarios. It covers threat detection, security analytics, and automated incident response. This course is ideal for SOC analysts, security engineers, ethical hackers, and IT professionals aiming to work with AI-driven cybersecurity solutions. Mode: Hands-on Labs + Live Attack & Defense Scenarios Target Roles: SOC Analyst (L1 / L2 / L3) Cyber Security Engineer Threat Hunter Blue Team / Purple Team Engineer AI-Driven Security Analyst
AI FOR CYBER SECURITY
IT Training Programme
100% placement assistance
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What you'll learn
Programme Overview
17 sections covering the complete curriculum — a single, progressive learning arc.
Foundations & Core Concepts
Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.
Hands-On Practical Training
Work through real exercises and assignments designed to mirror what you will do on the job.
Real-World Projects
Apply what you have learned to end-to-end projects that go straight into your portfolio.
Advanced Techniques
Go beyond the basics with advanced concepts, integrations and production-grade practices.
Ecosystem Integration
Understand how this technology connects with the broader tools and platforms used in the industry.
Performance & Interview Prep
Master optimization techniques and prepare for the technical interview questions employers actually ask.
Who is this programme for?
Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a IT SECURITY role.
Software Developers
Engineers who want to add this skill set to their toolkit
Analysts & Consultants
Professionals moving into a more technical, hands-on role
IT Professionals
System admins and support engineers upskilling into a new domain
Fresh Graduates
CS/IT graduates aiming for a job-ready technical role
Course Curriculum
17 sections • 88 lessons • 45 hours
Jump to Section
Total Duration
45 hours
100% Practical · Unlimited Doubt Sessions
01 Module 1: Cyber Security + AI Foundations
Topics
Assignment
- ›Map AI use cases to cyber attack stages
02 Module 2: Python & Data for Cyber Security
Topics
Hands-On
- ›Parse firewall & SIEM logs using Python
03 Module 3: Machine Learning for Threat Detection
Topics
Labs
04 Module 4: AI-Driven Malware Detection
Topics
Project
05 Module 5: Network Intrusion Detection with AI
Topics
Hands-On
- ›Build ML-based IDS using real datasets
06 Module 6: AI for SOC & SIEM Automation
Topics
Scenario
- ›SOC flooded with alerts — automate prioritization.
07 Module 7: AI for Phishing & Fraud Detection
Topics
Project
08 Module 8: GenAI for Cyber Security
Topics
Hands-On
- ›Build AI chatbot for SOC assistance
09 Module 9: Threat Intelligence & AI
Topics
Assignment
- ›Build AI-based threat scoring system
10 Module 10: Cloud & Endpoint Security with AI
Topics
11 Module 11: Model Deployment, Ethics & Security
Topics
Scenario
- ›Attackers targeting your ML models.
12 Module 12: Incident Handling & Blue Team Ops
Topics
13 CAPSTONE PROJECTS (REAL ENTERPRISE)
14 REAL-WORLD SKILLS YOU WILL GAIN
15 TOOLS & TECHNOLOGIES
16 JOB ROLES PREPARED FOR
17 CERTIFICATION ALIGNMENT
Tools & Technologies
Every tool listed here is installed, configured and used in a hands-on lab session.
Hands-On Labs
Practical Environment
Industry-Standard Tools
Real-World Setup
Guided Exercises
Skill Building
Sample Datasets
Practice Material
Mini Projects
Applied Practice
Assignments
Mentor Reviewed
Doubt Sessions
Live Support
Resume Building
Career Support
Mock Interviews
Interview Prep
Certification Prep
Global Recognition
Production Practices
Real-World Ready
Best Practices
Industry Standards
You don't just learn AI FOR CYBER SECURITY. You ship it.
Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.
Guided Foundation Project
→Requirement Analysis
→Guided Implementation
→Mentor Review
→Iteration
Apply the fundamentals in a structured, mentor-reviewed project
Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.
Applied Practice Project
→Scenario Design
→Independent Build
→Testing & Validation
→Peer Review
Build a more independent project mirroring real production scenarios
Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.
Capstone Project
→Planning
→End-to-End Build
→Review & Refinement
→Presentation
Take a project from requirements to a polished, portfolio-ready deliverable
Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.
All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.
See Sample Project ReportsUpcoming Batches
Why Radical Technologies
- Highly practical oriented training
- Installation support on your system
- 24/7 Email and Phone support
- 100% Placement Assistance
- Global Certification Preparation
- Trainer-Student Interactive Portal
- Assignments and Projects by Mentors
- Weekend / Weekdays / Morning / Evening batches
- 80:20 Practical and Theory ratio
- Real-life Case Studies
- Easy make-up for missed sessions
- PSI | Kryterion | Redhat Test Centers
- Lifetime Video Classroom Access (coming soon)
- Resume Prep and Mock Interviews
- Learn 300+ courses at your own time
- 50,000+ Satisfied Learners
- Course Completion Certificate
- Practical Labs available
- Mentor Support available
- Doubt Clearing Session available
- 10% Discounted Global Certification
Like the Curriculum? Let's Get Started
Join 50,000+ students already enrolled at Radical Technologies
Global Certification
Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.
Career Services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.
Career Support
Join our Brush-up Session & get support until you find a job!
Get StartedRadical Learning Eco-System
Exam Simulator
Cloud SandBox
Hands-on Cloud Lab
Developer Coding Ground
Student Reviews
Course Rating
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AI FOR CYBER SECURITY Interview Questions
10 questions commonly asked in AI FOR CYBER SECURITY interviews.
- 01 What are the primary benefits of using Revit MEP in Building Information Modeling (BIM) compared to traditional CAD tools?
- 02 Can you explain the workflow for designing an HVAC system in Revit MEP, including load calculations and duct placement?
- 03 How do you perform clash detection in Revit MEP, and what steps do you take to resolve detected conflicts?
- 04 Describe the process of creating custom parametric components (families) in Revit MEP and provide an example of their practical use.
- 05 What tools in Revit MEP are used for energy analysis, and how can they help in designing sustainable building systems?
- 06 How do you manage collaboration between mechanical, electrical, and plumbing teams within a Revit MEP project?
- 07 What are the best practices for optimizing Revit MEP models to ensure smooth performance, especially in large-scale projects?
- 08 How would you use Revit MEP to design and analyze fire protection systems, including sprinkler layouts and pipe routing?
- 09 What steps would you take to ensure compliance with local building codes and standards when designing electrical systems in Revit MEP?
- 10 Can you explain how schedules and material takeoffs are generated in Revit MEP and their significance in project documentation?
AI For Cyber Security Course Certification with Training In Pune
Radical Technologies is the leading institute in Bengaluru for comprehensive Revit MEP Training, offering industry-focused courses to help students and professionals excel in the field of Building Information Modeling (BIM). With a proven track record of delivering top-notch training, we are committed to providing unparalleled learning experiences through expert-led sessions and hands-on projects.
Our Revit MEP Course in Bengaluru is designed to equip learners with practical skills and in-depth knowledge of mechanical, electrical, and plumbing systems. We take pride in being the preferred choice for individuals seeking to advance their careers through our Revit MEP Certification in Bengaluru and placement-focused training programs.
Experienced Trainers: Our instructors are industry experts with years of hands-on experience in Revit MEP and BIM projects.
Real-World Projects: We emphasize project-based learning, ensuring our students gain practical expertise.
Placement Support: Our dedicated placement team connects you with top companies, helping you kickstart or advance your career.
Flexible Learning Options: Whether you prefer classroom sessions or online learning, we have options tailored to your needs.
At Radical Technologies, we are more than just a Revit MEP Institute in Bengaluru; we are your partners in professional growth. Join us today and take the first step towards mastering Revit MEP and excelling in the competitive AEC (Architecture, Engineering, and Construction) industry.
For more information on our Revit MEP Training in Bengaluru, contact us today!
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AI FOR CYBER SECURITY
IT Training Programme
100% placement assistance