Radical Technologies
IT SECURITY
★★★★★
(2,095 ratings)  50,000+ Student

CYBER SECURITY EXPERT PROGRAM WITH CLOUD, DEVSECOPS & AI

The Cyber Security Expert Program with Cloud, DevSecOps & AI is designed for learners who want to build end-to-end cybersecurity skills for today's cloud-driven and AI-powered environments. The training covers network security, ethical hacking, cloud security, DevSecOps, identity and access management, security monitoring, vulnerability assessment, threat detection, incident response, AI-assisted security, and security automation. Through hands-on labs, real-world projects, and industry scenarios, students gain practical experience in protecting modern IT infrastructure and applications. This program is ideal for fresh graduates, IT professionals, system administrators, cloud engineers, DevOps engineers, security analysts, and anyone looking to build a successful career in cybersecurity.

RT
Radical Technologies
50,000+ English 365 days Weekdays / Weekends Classroom / Online / Corporate
Online / Classroom

CYBER SECURITY EXPERT PROGRAM WITH CLOUD, DEVSECOPS & AI

IT Training Programme

Duration 365 days
Batch Type Weekdays / Weekends
Mode of Training Classroom / Online / Corporate
Locations Pune, Bangalore, Kochi
Language English
Certification Globally Recognized
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What you'll learn

Understand core concepts and architecture from the ground up
Get hands-on with the tools used by working professionals
Build real-world projects you can add to your portfolio
Learn industry best practices and coding standards
Practice with real datasets and real-world scenarios
Prepare for certification and technical interviews
Work on collaborative, team-based exercises
Apply performance tuning and optimization techniques
Understand how the technology fits into a larger ecosystem
Complete assignments reviewed by mentors

Programme Overview

144 sections covering the complete curriculum — a single, progressive learning arc.

365 days
Training Duration
144
Core Modules
1468
Total Lessons
4.7★
Average Rating
50K+
Students Trained
01

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup
02

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs
03

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies
04

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices
05

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms
06

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

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

144 sections  •  1468 lessons  •  365 days

01 🚀 Networking + Linux + Windows + Scripting + Programming Basics for Cyber Security Professionals
🚀 Networking + Linux + Windows + Scripting + Programming Basics for Cyber Security Professionals
02 Module 1: Cyber Security Fundamentals
Introduction to Cyber Security
Cyber Attack Lifecycle
Types of Threats & Vulnerabilities
CIA Triad
Ethical Hacking Concepts
Security Policies & Compliance
Risk Management Basics
Security Operations Center (SOC)
Incident Response Basics
Cyber Security Career Paths
03 Module 2: Networking Fundamentals for Cyber Security

Networking Basics

OSI & TCP/IP Models
IPv4 & IPv6 Addressing
Subnetting Basics
Public vs Private IP
MAC Addressing
DNS, DHCP & NAT
Routing & Switching
VLAN Concepts
Wireless Networking Basics

Network Protocols

HTTP / HTTPS
FTP / SFTP
SSH / Telnet
SMTP / POP3 / IMAP
SNMP
LDAP
SMB / NFS
ICMP

Network Security

Firewalls
IDS & IPS
VPN Technologies
Proxy Servers
Zero Trust Security
NAC Basics
Secure Network Architecture

Networking Tools

Wireshark
Nmap
Tcpdump
Netstat
Ping & Traceroute
Dig & Nslookup
04 🐧 Module 3: Linux Fundamentals for Security

Linux Basics

Linux Architecture
Linux File System
User & Group Management
Linux Permissions
File & Directory Operations
Package Management
Process Management

Linux Administration

SSH Configuration
Service Management
Cron Jobs
Systemctl
Disk & Memory Monitoring
Log Monitoring

Linux Networking

Network Configuration
DNS Settings
Routing Basics
Firewall Configuration

Linux Security

IPTables / Firewalld
SELinux Basics
Fail2Ban
SSH Hardening
Audit Logs
Linux Hardening
05 🪟 Module 4: Windows Fundamentals for Security

Windows Basics

Windows Architecture
File System (NTFS)
User & Group Management
Windows Services
Registry Basics
Event Viewer

Windows Administration

Active Directory Basics
Group Policy Basics
User Access Management
Remote Desktop Configuration
Windows Updates & Patch Management

Windows Security

Windows Defender
BitLocker
Firewall Configuration
Account Policies
Endpoint Protection
PowerShell Security

Windows Networking

IP Configuration
DNS & DHCP Basics
SMB Protocol
Network Troubleshooting
06 💻 Module 5: Scripting for Cyber Security

Bash Scripting

Variables & Loops
Conditional Statements
Functions
File Operations
Log Monitoring Scripts
Automation Tasks

PowerShell Scripting

PowerShell Basics
Cmdlets
Windows Automation
User Management Scripts
Event Log Monitoring
Security Automation
07 🧠 Module 6: Programming Basics for Cyber Security

Python Basics

Variables & Data Types
Operators
Loops & Conditions
Functions
File Handling
Exception Handling

Python for Security

Socket Programming
Port Scanner Script
Log Parsing
API Requests
Automation Scripts
JSON Processing

Regular Expressions

Pattern Matching
Log Filtering
Input Validation
08 🔐 Module 7: Security Fundamentals
Authentication & Authorization
Encryption Basics
Hashing Algorithms
SSL/TLS Basics
Multi-Factor Authentication
Password Security
Secure Coding Practices
09 🛡 Module 8: Security Tools & Technologies
Kali Linux Introduction
Metasploit Basics
Burp Suite Basics
Nessus Basics
SIEM Overview
Endpoint Security Tools
Vulnerability Scanning Basics
10 🔬 Hands-on Labs & Assignments
Linux User & Permission Management
Windows User & Policy Configuration
Network Packet Analysis
Port Scanning using Nmap
Linux Firewall Configuration
Windows Security Hardening
Python Automation Scripts
Bash & PowerShell Scripting Tasks
Log Monitoring & Analysis
11 🚀 Real-Time Projects

Project 1: Linux Server HardeningSSH Security

Firewall Rules
User Access Controls
Audit Logging

Project 2: Windows Security Monitoring

Event Log Monitoring
PowerShell Automation
User Activity Tracking

Project 3: Python-Based Security Automation

Port Scanner
Log Analyzer
Basic Threat Detection Script

Project 4: Network Traffic Analysis

Packet Capture
Suspicious Traffic Identification
Security Reporting
12 🎯 Job-Oriented Scenarios
SOC Analyst Monitoring Scenarios
Linux Security Troubleshooting
Windows Endpoint Security Incidents
Network Attack Detection
Log Analysis & Threat Hunting
Firewall Troubleshooting
Patch Management Scenarios
Security Alert Investigation
13 🚀 SOC + Monitoring + SIEM Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
🚀 SOC + Monitoring + SIEM Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
14 📘 Module 1: Introduction to SOC (Security Operations Center)
What is SOC?
SOC Team Structure (L1, L2, L3)
Roles & Responsibilities of SOC Analysts
Blue Team vs Red Team
Cyber Kill Chain
MITRE ATT&CK Framework
Threat Landscape Overview
Types of Cyber Attacks
Security Monitoring Basics
SOC Workflow & Incident Lifecycle
Alert Management Process
Incident Response Basics
Security Operations Best Practices
15 Module 2: Networking Fundamentals for SOC Analysts
OSI & TCP/IP Models
IPv4 & IPv6
Ports & Protocols
DNS, DHCP, NAT
HTTP / HTTPS
FTP / SSH / SMTP
VPN Basics
Firewalls
IDS & IPS
Proxy Servers
Wireless Security Basics
Packet Flow Analysis
Network Troubleshooting Basics
16 🐧 Module 3: Linux & Windows Fundamentals for SOC
Linux Basics
Linux File System
User Management
Linux Commands
Process Monitoring
Log Analysis
SSH Security
Linux Networking Commands
Windows Basics
Windows Architecture
Event Viewer
Active Directory Basics
Group Policy Basics
Windows Services
Windows Logs Analysis
PowerShell Basics
17 📊 Module 4: Security Monitoring Fundamentals
Security Monitoring Concepts
Log Collection Methods
Types of Security Logs
Syslog Fundamentals
Windows Event Logs
Application Logs
Cloud Logs
Endpoint Monitoring
Real-Time Monitoring
Alert Prioritization
Baseline Monitoring
Threat Detection Techniques
18 🔍 Module 5: SIEM Fundamentals
What is SIEM?
SIEM Architecture
Log Aggregation
Correlation Rules
Event Normalization
Dashboards & Reporting
Incident Correlation
Threat Intelligence Integration
Alert Tuning
Use Case Development
SIEM Best Practices
19 🛡 Module 6: SIEM Tools Training

Splunk

Splunk Architecture
Data Inputs
Indexing
SPL Queries
Dashboards
Alerts & Reports
Correlation Searches
Splunk Enterprise Security Basics
IBM QRadar
QRadar Architecture
Log Sources
Offense Management
Rules & Correlation
Dashboard Analysis
Microsoft Sentinel
Sentinel Basics
Data Connectors
Analytics Rules
Workbooks
Incident Investigation
ELK Stack
Elasticsearch Basics
Logstash Configuration
Kibana Dashboards
Beats Agents
20 🔐 Module 7: Threat Detection & Incident Handling
IOC & IOA Concepts
Malware Detection Basics
Brute Force Detection
Phishing Detection
Suspicious Login Monitoring
Privilege Escalation Detection
Data Exfiltration Detection
Ransomware Indicators
Threat Hunting Basics
Incident Escalation Process
Incident Documentation
21 📡 Module 8: Endpoint & Network Security Monitoring
Endpoint Detection & Response (EDR)
Antivirus Monitoring
Firewall Log Monitoring
IDS/IPS Monitoring
Network Traffic Analysis
Packet Capture Basics
Proxy Log Analysis
VPN Monitoring
Cloud Security Monitoring
22 ☁ Module 9: Cloud SOC & Cloud Monitoring
AWS Security Monitoring
Azure Security Monitoring
GCP Monitoring Basics
CloudTrail Logs
Azure Monitor
Cloud SIEM Concepts
Cloud Threat Detection
23 🧠 Module 10: Threat Intelligence & SOC Automation
Threat Intelligence Platforms
Open Source Threat Intelligence
MITRE ATT&CK Mapping
SOAR Basics
Automation in SOC
Security Playbooks
Alert Automation
Basic Python for SOC Automation
24 💻 Module 11: Scripting Basics for SOC Analysts
Python Basics
Variables & Loops
Functions
File Handling
Log Parsing
API Basics
Automation Scripts
PowerShell Basics
Windows Monitoring Scripts
Event Log Monitoring
User Monitoring Scripts
25 🔬 Hands-on Labs & Assignments
Analyze Windows Event Logs
Configure Syslog Server
Splunk Dashboard Creation
SIEM Alert Configuration
Threat Detection Lab
Firewall Log Monitoring
Linux Log Analysis
Network Packet Analysis using Wireshark
Brute Force Detection Scenario
PowerShell Monitoring Scripts
Threat Hunting Exercises
26 🚀 Real-Time Projects

Project 1: SOC Monitoring Lab

Centralized Log Collection
SIEM Integration
Real-Time Alert Monitoring

Project 2: Splunk Security Monitoring

Dashboard Creation
Correlation Rules
Incident Alerts

Project 3: Threat Detection & Incident Response

Malware Detection
Login Failure Monitoring
Incident Escalation Workflow

Project 4: Cloud Security Monitoring

AWS/Azure Log Monitoring
Cloud Threat Detection
27 🎯 Job-Oriented Scenarios
Suspicious Login Detection
Malware Alert Investigation
Ransomware Activity Monitoring
Firewall Traffic Analysis
Insider Threat Detection
Failed Login Monitoring
Privilege Escalation Alerts
VPN Abuse Detection
Endpoint Security Incident Handling
Phishing Investigation
Cloud Security Incident Analysis
28 🏆 Assignments
Create SIEM Correlation Rules
Build SOC Dashboards
Analyze Security Logs
Configure Alerting Mechanisms
Threat Intelligence Mapping
Security Incident Reporting
Network Traffic Investigation
29 🚀 Ethical Hacking + Penetration Testing Training Syllabus
🚀 Ethical Hacking + Penetration Testing Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
30 📘 Module 1: Introduction to Ethical Hacking
What is Ethical Hacking?
Types of Hackers
Cyber Security Fundamentals
Ethical Hacking Methodology
Cyber Kill Chain
Penetration Testing Lifecycle
Types of Penetration Testing
Vulnerability Assessment vs Penetration Testing
Legal & Compliance Aspects
OWASP Top 10 Overview
Information Security Concepts
Risk, Threat & Vulnerability Management
31 🌐 Module 2: Networking Fundamentals for Pentesters
OSI & TCP/IP Models
IPv4 & IPv6
Subnetting Basics
Ports & Protocols
DNS, DHCP & NAT
Routing & Switching Basics
VLAN Concepts
VPN Technologies
Firewalls
IDS & IPS
Proxy Servers
Wireless Networking Basics
Packet Analysis Fundamentals
32 🐧 Module 3: Linux Fundamentals for Ethical Hacking
Linux File System
User & Permission Management
Linux Networking Commands
File & Process Management
Package Management
SSH Configuration
Service Management
Bash Scripting Basics
Linux Security Hardening
Log Analysis Basics
33 🪟 Module 4: Windows Fundamentals for Pentesting
Windows Architecture
Windows File System
User & Group Management
Active Directory Basics
Windows Services
PowerShell Basics
Event Viewer
Windows Networking
Windows Security Features
Group Policy Basics
34 🔍 Module 5: Footprinting & Reconnaissance
Open Source Intelligence (OSINT)
WHOIS Lookup
DNS Enumeration
Google Dorking
Email Enumeration
Social Media Reconnaissance
Website Information Gathering
Subdomain Enumeration
Network Discovery
Banner Grabbing

Tools

Maltego
Recon-ng
Shodan
theHarvester
Netcraft
35 🛡 Module 6: Scanning & Enumeration
Network Scanning
Port Scanning
Service Enumeration
Vulnerability Scanning
SMB Enumeration
SNMP Enumeration
LDAP Enumeration
NFS Enumeration
Web Server Enumeration

Tools

Nmap
Nessus
Nikto
Enum4linux
OpenVAS
36 🔐 Module 7: Vulnerability Assessment
Vulnerability Management Process
CVE & CVSS Concepts
Risk Prioritization
Patch Management Basics
Vulnerability Reporting
False Positive Analysis
Web Vulnerability Identification
System Vulnerability Assessment
37 💻 Module 8: Web Application Penetration Testing
OWASP Top 10
SQL Injection
Cross Site Scripting (XSS)
CSRF
File Upload Vulnerabilities
Directory Traversal
Authentication Bypass
Session Hijacking
Broken Access Control
Command Injection
Tools
Burp Suite
OWASP ZAP
SQLMap
Postman
38 📡 Module 9: Network Penetration Testing
Exploitation Basics
Service Exploitation
SMB Exploitation
Password Attacks
Brute Force Attacks
Pivoting Concepts
Lateral Movement Basics
Privilege Escalation Basics
Exploit Research

Tools

Metasploit
Hydra
Netcat
CrackMapExec
39 📶 Module 10: Wireless Security Testing
Wireless Networking Basics
Wi-Fi Security Standards
Wireless Threats
WPA/WPA2 Attacks
Rogue Access Points
Evil Twin Attacks
Wireless Packet Analysis

Tools

Aircrack-ng
Kismet
Wireshark
40 ☁ Module 11: Cloud Security & Cloud Pentesting Basics
AWS Security Basics
Azure Security Basics
Cloud Misconfigurations
IAM Security Concepts
S3 Bucket Security
Cloud Monitoring Basics
Cloud Threat Detection
41 🔥 Module 12: Exploitation & Post Exploitation
Exploit Development Basics
Reverse Shell Concepts
Privilege Escalation
Persistence Techniques
Password Dumping Basics
Data Exfiltration Concepts
Covering Tracks Basics
42 📊 Module 13: Logging, Monitoring & SIEM Basics
Log Analysis
Security Monitoring
SIEM Fundamentals
Splunk Basics
Threat Detection Concepts
Incident Response Basics
43 🧠 Module 14: Scripting & Automation for Pentesters

Python Basics

Variables & Loops
Functions
File Handling
Socket Programming
API Requests
Automation Scripts

Bash Scripting

Linux Automation Scripts
Enumeration Scripts

PowerShell Basics

Windows Automation
Security Monitoring Scripts
44 🛠 Module 15: Pentesting Tools Deep Dive
Kali Linux
Metasploit
Burp Suite
Wireshark
Nmap
Nessus
SQLMap
Hydra
John the Ripper
Aircrack-ng
45 🔬 Hands-on Labs & Assignments
Network Scanning Lab
Vulnerability Assessment Lab
SQL Injection Exploitation
XSS Exploitation
Password Cracking Lab
Wireless Security Lab
Linux Enumeration
Windows Enumeration
Web Application Security Testing
SIEM Log Monitoring
46 🚀 Real-Time Projects

Project 1: Web Application Penetration Testing

Reconnaissance
Vulnerability Scanning
Exploitation
Security Reporting

Project 2: Internal Network Penetration Test

Network Enumeration
Exploitation
Privilege Escalation
Risk Assessment

Project 3: Wireless Security Assessment

Wireless Scanning
WPA2 Testing
Rogue AP Detection

Project 4: Vulnerability Assessment & Reporting

Scan Enterprise Systems
Analyze Vulnerabilities
Generate Professional Reports
47 🎯 Job-Oriented Scenarios
Web Server Compromise Investigation
Phishing Simulation Scenario
Internal Network Breach Simulation
SQL Injection Attack Scenario
Ransomware Detection Scenario
Privilege Escalation Investigation
Wireless Attack Investigation
Cloud Misconfiguration Detection
48 🏆 Assignments
Create Pentesting Reports
Perform OSINT Reconnaissance
Develop Python Automation Scripts
Perform Vulnerability Assessments
Analyze Security Logs
Create Exploitation Documentation
49 🚀 Threat Hunting + Security Automation Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
🚀 Threat Hunting + Security Automation Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
50 📘 Module 1: Introduction to Threat Hunting
What is Threat Hunting?
Threat Hunting Methodology
Proactive vs Reactive Security
Threat Hunting Lifecycle
MITRE ATT&CK Framework
Cyber Kill Chain
Indicators of Compromise (IOC)
Indicators of Attack (IOA)
Threat Intelligence Basics
Threat Hunting Team Roles
Threat Hunting Use Cases
Advanced Persistent Threats (APT)
51 🌐 Module 2: Networking Fundamentals for Threat Hunters
OSI & TCP/IP Models
IPv4 & IPv6
Ports & Protocols
DNS & DHCP
HTTP / HTTPS Analysis
VPN Concepts
Firewalls & IDS/IPS
Proxy Servers
Packet Flow Analysis
Network Traffic Monitoring
Secure Network Architecture

Networking Tools

Wireshark
Tcpdump
Nmap
Netstat
Zeek Basics
52 🐧 Module 3: Linux Fundamentals for Threat Hunting
Linux File System
User & Group Management
Linux Process Monitoring
Linux Networking Commands
Log Analysis
SSH Security
Cron Job Monitoring
Service Monitoring
Linux Security Hardening
Linux Malware Indicators
53 🪟 Module 4: Windows Security Monitoring
Windows Architecture
Windows Event Logs
PowerShell Basics
Active Directory Basics
User Activity Monitoring
Windows Services Monitoring
Registry Monitoring
Windows Defender
Windows Security Features
Endpoint Monitoring
54 🔍 Module 5: Threat Hunting Fundamentals
Hypothesis-Driven Hunting
IOC-Based Hunting
Behavioral Analysis
Threat Modeling
Attack Surface Analysis
Malware Analysis Basics
Threat Hunting Workflow
Threat Prioritization
Threat Validation
Hunting for Persistence Mechanisms
Lateral Movement Detection
Privilege Escalation Detection
55 🛡 Module 6: SIEM & Log Analysis for Threat Hunting

SIEM Fundamentals

Log Aggregation
Event Correlation
Dashboards & Alerts
Correlation Rules
Security Analytics

Splunk

SPL Queries
Threat Detection Searches
Dashboard Creation
Alert Tuning

ELK Stack

Elasticsearch Basics
Kibana Dashboards
Logstash Configuration

Microsoft Sentinel

Analytics Rules
Incident Investigation
Threat Detection Workbooks
56 📡 Module 7: Endpoint Detection & Response (EDR)
EDR Concepts
Endpoint Monitoring
Process Analysis
Suspicious Behavior Detection
Malware Detection
Ransomware Indicators
Persistence Detection
Endpoint Telemetry

EDR Tools Overview

Microsoft Defender
CrowdStrike
SentinelOne
Carbon Black
57 🔥 Module 8: Threat Intelligence & MITRE ATT&CK
Threat Intelligence Platforms
IOC Feeds
MITRE ATT&CK Mapping
ATT&CK Techniques
Adversary Emulation
Threat Actor Profiling
IOC Enrichment
Threat Intelligence Automation
58 🤖 Module 9: Security Automation Fundamentals
What is SOAR?
Automation vs Orchestration
Security Playbooks
Incident Automation
Automated Alerting
Workflow Automation
Ticketing Automation
Threat Response Automation
59 💻 Module 10: Python for Security Automation

Python Basics

Variables & Data Types
Loops & Conditions
Functions
File Handling
Exception Handling

Python for Threat Hunting

Log Parsing
IOC Matching
API Integration
Threat Intelligence Automation
Alert Automation
Security Reporting
SIEM API Integration
Email Alerting Scripts
60 ⚡ Module 11: PowerShell & Bash Automation

PowerShell

Windows Monitoring Scripts
Event Log Analysis
User Monitoring
Process Monitoring

Bash Scripting

Linux Log Monitoring
File Integrity Monitoring
Process Monitoring Scripts
61 ☁ Module 12: Cloud Threat Hunting
AWS Security Monitoring
Azure Security Monitoring
GCP Monitoring Basics
CloudTrail Analysis
Azure Sentinel Integration
Cloud Threat Detection
Cloud Misconfiguration Hunting
62 🧠 Module 13: Threat Hunting Techniques
Brute Force Detection
Phishing Detection
DNS Tunneling Detection
Insider Threat Detection
Data Exfiltration Detection
Malware Beaconing Detection
Suspicious Login Detection
Privilege Abuse Detection
Command & Control Detection
Persistence Hunting
63 📊 Module 14: Reporting & Incident Documentation
Threat Hunting Reports
Incident Documentation
Executive Security Reports
IOC Documentation
Threat Intelligence Reporting
Security Metrics & KPIs
64 🔬 Hands-on Labs & Assignments
Splunk Threat Hunting Queries
IOC Detection Lab
Threat Intelligence Integration
Windows Event Log Analysis
Linux Log Monitoring
Suspicious Process Detection
Python Automation Scripts
Malware IOC Analysis
Network Traffic Analysis
MITRE ATT&CK Mapping
65 🚀 Real-Time Projects

Project 1: Enterprise Threat Hunting Lab

Log Aggregation
IOC Detection
Alert Investigation
Threat Reporting

Project 2: SIEM-Based Threat Detection

Correlation Rule Creation
Dashboard Development
Automated Alerting

Project 3: Python-Based Security Automation

IOC Matching Tool
Automated Threat Reports
Email Alerting System

Project 4: Cloud Threat Monitoring

AWS/Azure Monitoring
Threat Detection
Incident Response Workflow
66 🎯 Job-Oriented Scenarios
Ransomware Threat Hunting
Insider Threat Investigation
Brute Force Detection
Malware Infection Investigation
Data Exfiltration Detection
Phishing Attack Investigation
Lateral Movement Analysis
Cloud Threat Monitoring
Persistence Mechanism Detection
SIEM Alert Tuning
67 🏆 Assignments
Create Threat Hunting Playbooks
Develop Automation Scripts
Build SIEM Dashboards
Perform IOC-Based Hunting
Analyze Endpoint Telemetry
Create Security Reports
Threat Intelligence Mapping
68 💼 Target Job Roles
Threat Hunter
SOC Analyst L2/L3
Security Automation Engineer
SIEM Engineer
Incident Response Analyst
Blue Team Engineer
Cyber Security Analyst
Threat Intelligence Analyst
69 🎓 Recommended Certifications
CompTIA CySA+
Splunk Core Certified
Microsoft SC-200
GCIA
GCIH
CEH
Blue Team Level 1
70 🚀 DevSecOps Training Syllabus Secure CI/CD | Cloud Security | Container Security | DevOps Security Automation
🚀 DevSecOps Training Syllabus  Secure CI/CD | Cloud Security | Container Security | DevOps Security Automation
71 📘 Module 1: Introduction to DevSecOps
What is DevSecOps?
DevOps vs DevSecOps
SDLC & Secure SDLC
Shift Left Security
DevSecOps Lifecycle
CI/CD Security Concepts
DevSecOps Culture & Best Practices
Security in Agile & DevOps
Threat Modeling Basics
Risk Management Fundamentals
Compliance & Governance Overview
DevSecOps Roles & Responsibilities
72 🌐 Module 2: Networking & Security Fundamentals
OSI & TCP/IP Models
IP Addressing Basics
DNS, DHCP & NAT
Ports & Protocols
Firewalls
VPN Concepts
IDS & IPS
Reverse Proxy Concepts
Load Balancer Security
Network Segmentation
Zero Trust Security Basics
73 🐧 Module 3: Linux Fundamentals for DevSecOps
Linux File System
User & Permission Management
Linux Networking Commands
Process Management
Package Management
SSH Hardening
Linux Firewall Configuration
SELinux Basics
System Monitoring
Linux Security Hardening
74 💻 Module 4: Scripting & Programming Basics

Bash Scripting

Variables & Loops
Conditional Statements
Automation Scripts
Log Monitoring Scripts

Python Basics

Variables & Functions
File Handling
API Requests
Security Automation Scripts
Log Parsing Scripts

PowerShell Basics

Windows Automation
Security Monitoring Scripts
75 🔧 Module 5: Version Control & Secure Coding

Git & GitHub/GitLab

Git Basics
Branching & Merging
Pull Requests
Git Security Best Practices
Secret Management in Git

Secure Coding Practices

OWASP Top 10
Secure Development Guidelines
Code Review Process
Dependency Security
Input Validation
Authentication & Authorization Basics
76 ⚙ Module 6: CI/CD Pipeline Security

Jenkins

Jenkins Architecture
Secure Jenkins Configuration
Jenkins Pipeline Security
Credentials Management
Role-Based Access Control

GitHub Actions / GitLab CI

Secure CI/CD Pipelines
Secrets Management
Pipeline Hardening
Build Security

CI/CD Security Best Practices

Artifact Signing
Build Validation
Secure Deployment Pipelines
77 🐳 Module 7: Docker Security
Docker Fundamentals
Docker Architecture
Container Lifecycle
Dockerfile Best Practices
Container Hardening
Docker Image Security
Vulnerability Scanning
Runtime Security
Secrets Management
Docker Bench Security

Docker Security Tools

Trivy
Clair
Docker Bench
Anchore
78 ☸ Module 8: Kubernetes Security
Kubernetes Architecture
Cluster Security
RBAC Configuration
Pod Security
Network Policies
Namespace Isolation
Secrets Management
Admission Controllers
Kubernetes Hardening
Secure Deployments
Kubernetes Logging & Monitoring

Kubernetes Security Tools

kube-bench
kube-hunter
Falco
Kyverno
79 ☁ Module 9: Cloud Security in DevSecOps

AWS Security

IAM Security
Security Groups
AWS CloudTrail
AWS GuardDuty
S3 Security
Secrets Manager

Azure Security

Azure Security Center
Azure Key Vault
Azure Defender
Azure IAM

GCP Security

IAM Management
Cloud Logging
Cloud Security Basics
80 🔐 Module 10: Security Testing in DevSecOps

SAST (Static Application Security Testing)

SonarQube
Checkmarx Basics
Code Security Analysis

DAST (Dynamic Application Security Testing)

OWASP ZAP
Burp Suite Basics

Dependency Scanning

Snyk
OWASP Dependency Check

Container Scanning

Trivy
Clair
81 📊 Module 11: SIEM, Monitoring & Logging
Security Logging Concepts
Centralized Log Management
SIEM Fundamentals
Splunk Basics
ELK Stack Basics
Threat Detection
Security Monitoring Dashboards
Alerting Mechanisms
82 🤖 Module 12: Security Automation & SOAR
Security Automation Basics
Incident Response Automation
Security Playbooks
Automated Threat Detection
SOAR Concepts
Python Automation Scripts
API-Based Automation
83 🔥 Module 13: Infrastructure as Code (IaC) Security

Terraform Security

Secure Terraform Practices
Secret Management
Terraform Scanning

Security Scanning Tools

Checkov
tfsec

IaC Best Practices

Compliance Validation
Infrastructure Hardening
84 📡 Module 14: Compliance & Governance
CIS Benchmarks
NIST Framework
ISO 27001 Basics
PCI-DSS Basics
GDPR Overview
Security Policies
Audit Logging
Compliance Monitoring
85 🛡 Module 15: Incident Response & Threat Handling
Incident Response Lifecycle
Threat Detection
Malware Basics
Ransomware Indicators
Security Alert Investigation
Threat Hunting Basics
Root Cause Analysis
86 🔬 Hands-on Labs & Assignments
Secure Jenkins Pipeline Setup
Docker Image Hardening
Kubernetes RBAC Configuration
Vulnerability Scanning Labs
Terraform Security Scanning
SIEM Log Monitoring
SonarQube Security Analysis
Trivy Container Scanning
Git Secret Detection
Security Incident Investigation
87 🚀 Real-Time Projects

Project 1: Secure CI/CD Pipeline

GitHub + Jenkins + Security Scanning
Automated Vulnerability Checks
Secure Deployment Workflow

Project 2: Kubernetes Security Implementation

Cluster Hardening
RBAC Policies
Pod Security Controls

Project 3: DevSecOps Automation Platform

Automated Security Testing
Container Scanning
Compliance Validation

Project 4: Cloud DevSecOps Implementation

AWS/Azure Secure Infrastructure
Terraform Security
Monitoring & Logging
88 🎯 Job-Oriented Scenarios
Container Vulnerability Investigation
Kubernetes Security Incident
CI/CD Pipeline Misconfiguration
Secret Leakage Detection
Cloud IAM Misconfiguration
Ransomware Detection in Containers
DevOps Security Audit
Infrastructure Compliance Validation
Docker Runtime Threat Detection
89 💼 Target Job Roles
DevSecOps Engineer
Cloud Security Engineer
DevOps Security Engineer
Kubernetes Security Engineer
Security Automation Engineer
Infrastructure Security Engineer
Platform Security Engineer
CI/CD Security Specialist
90 🎓 Recommended Certifications
Certified Kubernetes Security Specialist (CKS)
AWS Security Specialty
Microsoft SC-200 / SC-100
CEH
CompTIA Security+
HashiCorp Terraform Associate
Certified DevSecOps Professional
91 🚀 Cloud Security + AI Security Training Syllabus
🚀 Cloud Security + AI Security Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
92 📘 Module 1: Introduction to Cloud Security & AI Security
What is Cloud Security?
Cloud Computing Models (IaaS, PaaS, SaaS)
Public, Private & Hybrid Cloud
Shared Responsibility Model
Introduction to AI Security
AI/ML Security Risks
Cloud Threat Landscape
Cyber Security Fundamentals
Security Principles (CIA Triad)
Risk, Threat & Vulnerability Concepts
Compliance & Governance Basics
Cloud Security Best Practices
93 ☁ Module 2: AWS Cloud Security

AWS Security Fundamentals

AWS IAM
Users, Groups & Roles
MFA Implementation
AWS Organizations
SCP Policies
Security Best Practices

AWS Security Services

AWS CloudTrail
AWS GuardDuty
AWS Security Hub
AWS Config
AWS Inspector
AWS WAF & Shield
AWS KMS
AWS Secrets Manager

AWS Network Security

VPC Security
Security Groups
NACLs
VPN Security
Bastion Hosts
94 ☁ Module 3: Azure Cloud Security
Azure Identity & Access Management
Azure AD Security
RBAC
Azure Security Center
Microsoft Defender for Cloud
Azure Key Vault
Azure Sentinel Basics
NSG Security
Azure Firewall
Azure Policies
Conditional Access
95 ☁ Module 4: Google Cloud Security Basics
Google Cloud IAM
VPC Security
Cloud Logging
Cloud Monitoring
Security Command Center
Encryption Concepts
Google Cloud Security Best Practices
96 🌐 Module 5: Cloud Networking & Infrastructure Security
Secure Network Design
Firewalls & IDS/IPS
Zero Trust Security
VPN Security
DNS Security
Load Balancer Security
Reverse Proxy Security
Web Application Firewall (WAF)
Network Segmentation
Secure Remote Access
97 🐳 Module 6: Container & Kubernetes Security

Docker Security

Container Hardening
Secure Docker Images
Image Vulnerability Scanning
Runtime Security
Secret Management

Kubernetes Security

Kubernetes RBAC
Pod Security
Network Policies
Namespace Isolation
Admission Controllers
Kubernetes Hardening
Kubernetes Threat Detection

Tools

Trivy
Falco
kube-bench
Kyverno
98 🔐 Module 7: Identity & Access Security
IAM Best Practices
Least Privilege Access
Role-Based Access Control (RBAC)
Multi-Factor Authentication
Privileged Access Management (PAM)
Identity Federation
Single Sign-On (SSO)
Zero Trust Identity Security
99 🔍 Module 8: SIEM, Monitoring & Threat Detection
SIEM Fundamentals
Security Monitoring
Log Analysis
Threat Detection
Alert Correlation
Cloud Log Monitoring
Threat Intelligence Integration

Tools

Splunk
Microsoft Sentinel
ELK Stack
QRadar Basics
100 🤖 Module 9: Introduction to AI Security
AI Security Fundamentals
AI Threat Landscape
Risks in AI Systems
AI Model Vulnerabilities
Adversarial Attacks
AI Data Poisoning
Prompt Injection Attacks
LLM Security Risks
AI Privacy & Ethics
Responsible AI
101 🧠 Module 10: Generative AI & LLM Security
LLM Architecture Basics
Secure Prompt Engineering
Prompt Injection Detection
RAG Security Concepts
AI Hallucination Risks
AI Data Leakage Prevention
Secure AI APIs
AI Access Control
AI Governance Frameworks
102 🔥 Module 11: AI Threat Detection & Security Automation
AI-Powered Threat Detection
ML-Based Anomaly Detection
Security Analytics using AI
AI SOC Automation
Behavioral Threat Detection
AI-Assisted Incident Response
Threat Intelligence Automation
103 💻 Module 12: Python for Cloud & AI Security

Python Basics

Variables & Functions
File Handling
Exception Handling
API Integration

Python for Security

Log Parsing
Cloud Security Automation
SIEM API Integration
AI Security Scripts
Threat Detection Automation
104 ⚙ Module 13: DevSecOps & Cloud Security Automation
Secure CI/CD Pipelines
Terraform Security
Infrastructure as Code Security
Secret Management
Automated Security Scanning
Vulnerability Management
Compliance Automation

Tools

Terraform
Checkov
tfsec
GitHub Actions
Jenkins
105 🛡 Module 14: Incident Response & Threat Hunting
Cloud Incident Response
AI Threat Hunting
Malware Detection
Ransomware Indicators
Cloud Forensics Basics
Threat Hunting Workflow
MITRE ATT&CK Mapping
Root Cause Analysis
106 📊 Module 15: Compliance & Governance
ISO 27001 Basics
GDPR Overview
HIPAA Basics
PCI-DSS Basics
Cloud Compliance Frameworks
AI Governance Policies
Security Auditing
Risk Management
107 🔬 Hands-on Labs & Assignments
AWS IAM Security Lab
Azure Security Center Monitoring
Kubernetes Hardening
Docker Vulnerability Scanning
Splunk Threat Monitoring
Prompt Injection Detection
AI Security Risk Assessment
CloudTrail Log Analysis
SIEM Alert Investigation
Python Security Automation Scripts
108 🚀 Real-Time Projects

Project 1: Multi-Cloud Security Monitoring

AWS + Azure Security Monitoring
SIEM Integration
Threat Detection Dashboard

Project 2: Kubernetes Security Implementation

Secure Kubernetes Cluster
RBAC & Network Policies
Runtime Threat Detection

Project 3: AI Security Threat Detection

Detect Prompt Injection Attacks
AI Threat Monitoring
Secure LLM Access Controls

Project 4: DevSecOps Security Pipeline

Automated Security Scanning
Terraform Compliance Checks
CI/CD Security Integration
109 🎯 Job-Oriented Scenarios
Cloud IAM Misconfiguration Investigation
Prompt Injection Attack Detection
Cloud Data Leakage Scenario
Kubernetes Security Incident
Cloud Malware Investigation
AI Model Abuse Detection
Cloud Threat Hunting
Secure AI Deployment Validation
Ransomware Detection in Cloud
Multi-Cloud Security Monitoring
110 🏆 Assignments
Build SIEM Dashboards
Configure IAM Policies
Secure Kubernetes Environment
Develop Python Security Scripts
Analyze AI Security Threats
Implement DevSecOps Security Checks
Threat Hunting Exercises
111 💼 Target Job Roles
Cloud Security Engineer
AI Security Engineer
DevSecOps Engineer
Security Automation Engineer
SOC Analyst
Threat Hunter
Cloud Security Analyst
Security Operations Engineer
Kubernetes Security Engineer
112 🎓 Recommended Certifications
AWS Security Specialty
Microsoft SC-200 / SC-100
Certified Kubernetes Security Specialist (CKS)
CompTIA Security+
CEH
CCSP
AI Security Certifications
113 🚀 Gen AI & Agentic AI in Cyber Security Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
🚀 Gen AI & Agentic AI in Cyber Security Training Syllabus With Projects, Assignments & Job-Oriented Scenarios
114 📘 Module 1: Introduction to AI in Cyber Security
Evolution of AI in Cyber Security
What is Generative AI?
What is Agentic AI?
AI vs Traditional Automation
AI Security Landscape
Cyber Security Challenges
AI-Powered Security Operations
AI Use Cases in SOC
AI for Threat Detection
Responsible AI Concepts
AI Risks & Ethics in Security
Future of AI in Cyber Security
115 🤖 Module 2: Fundamentals of Generative AI
Introduction to LLMs
GPT Models Overview
Transformer Architecture Basics
Prompt Engineering Fundamentals
AI Hallucination Concepts
Context Windows & Tokens
AI APIs & Integrations
Open Source LLMs Overview
Retrieval-Augmented Generation (RAG)
AI Knowledge Bases
AI Model Fine-Tuning Basics
116 🧠 Module 3: Agentic AI Fundamentals
What is Agentic AI?
Autonomous AI Agents
AI Decision-Making Concepts
AI Workflow Automation
Multi-Agent Systems
Agent Orchestration
AI Memory Concepts
AI Planning & Reasoning
Human-in-the-Loop Security
AI Security Operations Workflows
117 🌐 Module 4: Cyber Security Fundamentals for AI
Threats, Risks & Vulnerabilities
Cyber Kill Chain
MITRE ATT&CK Framework
SIEM & SOC Basics
Threat Intelligence Basics
Incident Response Lifecycle
Malware Basics
Authentication & Authorization
Cloud Security Basics
Endpoint Security Basics
118 🔍 Module 5: Gen AI for Threat Detection & SOC Operations
AI-Based Threat Detection
AI for Log Analysis
AI-Based Alert Correlation
AI for Threat Intelligence Enrichment
AI-Powered Incident Summarization
AI-Based Malware Analysis
AI for IOC Detection
AI Chatbots for SOC Analysts
AI-Driven Security Reporting
AI-Powered Threat Hunting
119 📊 Module 6: SIEM + Gen AI Integration

Splunk + AI

AI-Driven Log Analysis
Splunk AI Assistant Concepts
Threat Pattern Recognition

Microsoft Sentinel + AI

Copilot for Security
AI Incident Investigation
Automated Threat Analysis

ELK + AI Concepts

AI-Based Log Correlation
Intelligent Alerting
120 💻 Module 7: Python for AI Security Automation

Python Fundamentals

Variables & Functions
File Handling
APIs & JSON
Error Handling

Python for Cyber AI

Security Log Parsing
AI API Integration
Threat Intelligence Automation
AI-Powered Alerting
Automated Incident Reporting
AI Chatbot Development Basics
121 ⚡ Module 8: RAG (Retrieval-Augmented Generation) for Cyber Security
Introduction to RAG
Vector Databases Basics
Security Knowledge Base Creation
AI Search for Security Logs
RAG for Threat Intelligence
AI-Based Documentation Search
Embeddings Concepts
Secure AI Retrieval Systems

Tools & Platforms

LangChain Basics
ChromaDB / Pinecone
OpenAI APIs
Ollama Basics
122 🤖 Module 9: AI Agents for Security Automation
Security AI Agent Architecture
AI Agents for Incident Response
AI Agents for Threat Hunting
AI-Based Ticketing Automation
Autonomous Threat Detection
Multi-Agent Security Systems
Security Workflow Automation
AI Decision Engines
123 ☁ Module 10: Cloud Security + AI
AI in AWS Security
AI in Azure Security
AI Threat Detection in Cloud
AI-Powered Cloud Monitoring
AI-Based Compliance Monitoring
AI Security Analytics
Cloud SIEM + AI Integration
124 🔐 Module 11: LLM & AI Security Risks
Prompt Injection Attacks
Jailbreak Attacks
AI Hallucinations
Data Leakage Risks
AI Model Poisoning
Adversarial AI Attacks
Secure Prompt Engineering
AI Access Control
AI Governance Basics
Responsible AI Policies
125 🛡 Module 12: DevSecOps + AI Security Automation
AI in DevSecOps
AI-Based Vulnerability Scanning
AI for Secure CI/CD
Infrastructure as Code Security
Automated Compliance Validation
AI Security Testing
AI-Powered Code Review
126 📡 Module 13: Threat Hunting + AI
AI-Based Behavioral Analysis
UEBA Concepts
AI Anomaly Detection
AI Threat Correlation
AI Threat Prediction
AI-Powered Threat Intelligence
AI-Driven Root Cause Analysis
127 🔥 Module 14: Security Automation & SOAR with AI
SOAR Fundamentals
AI-Based Playbooks
AI Incident Response
AI Ticket Automation
Automated Threat Containment
AI-Driven Escalation Workflows
Security Workflow Orchestration
128 📊 Module 15: Monitoring, Dashboards & Reporting
AI Security Dashboards
Security KPI Monitoring
Executive Reporting
AI Incident Summaries
Automated SOC Reporting
Threat Intelligence Dashboards
129 🔬 Hands-on Labs & Assignments
AI-Based Log Analysis
Prompt Engineering Labs
Build Security AI Chatbot
AI Threat Detection Scripts
SIEM + AI Integration
RAG-Based Security Knowledge Base
Threat Intelligence Automation
AI-Powered Incident Reports
AI Security Risk Analysis
Prompt Injection Testing
130 🚀 Real-Time Projects

Project 1: AI-Powered SOC Assistant

AI Chatbot for Security Operations
Threat Summarization
Incident Assistance

Project 2: RAG-Based Threat Intelligence Platform

Security Knowledge Base
AI Search & Threat Correlation
Vector Database Integration

Project 3: Agentic AI for Incident Response

Automated Alert Investigation
Threat Prioritization
AI Workflow Automation

Project 4: AI Threat Hunting Platform

Behavioral Threat Detection
AI-Based Anomaly Detection
SIEM Integration
131 🎯 Job-Oriented Scenarios
AI-Based Phishing Detection
Prompt Injection Investigation
AI-Assisted Malware Analysis
AI Incident Response Automation
Threat Hunting using AI
Cloud Threat Monitoring with AI
Automated SOC Alert Investigation
AI-Driven Root Cause Analysis
AI Security Governance Scenarios
132 🏆 Assignments
Create AI Security Playbooks
Develop Python AI Security Scripts
Build RAG Pipelines
Design AI SOC Workflows
Implement Threat Intelligence Automation
Create AI-Based Dashboards
133 💼 Target Job Roles
AI Security Engineer
Security Automation Engineer
SOC Analyst with AI Skills
Threat Hunter
Cyber AI Engineer
DevSecOps Engineer
SIEM Engineer
AI SOC Specialist
Security Operations Engineer
134 🎓 Recommended Certifications
Microsoft AI Certifications
AWS AI Practitioner
Google Generative AI Certifications
CEH
CompTIA Security+
SC-200
Splunk Certifications
Kubernetes Security Certifications
135 🚀 30+ Projects & Live Challenges in Cyber Security

🔐 Cyber Security Fundamentals Projects

1. Enterprise Security Monitoring Setup

Configure centralized monitoring environment
Collect logs from Linux & Windows systems

2. Secure Linux Server Hardening

SSH hardening
Firewall implementation
User access restrictions

3. Windows Security Hardening Project

Group policy configuration
Endpoint protection setup
Event log monitoring

4. Network Traffic Analysis Lab

Analyze suspicious traffic using Wireshark
Detect malicious communication

5. Firewall & IDS/IPS Configuration

Configure firewall rules
Intrusion detection monitoring
136 🛡 Ethical Hacking & Pentesting Projects

6. Web Application Penetration Testing

SQL Injection
XSS Testing
Authentication bypass testing

7. Internal Network Pentesting

Network scanning
Service enumeration
Exploitation simulation

8. Vulnerability Assessment Project

Nessus/OpenVAS scanning
Vulnerability reporting

9. Wireless Security Assessment

WPA/WPA2 security testing
Rogue AP detection

10. Active Directory Security Testing

AD enumeration
Privilege escalation simulation

11. API Security Testing

Authentication testing
API vulnerability analysis

12. Red Team Simulation

Simulated attack scenarios
Attack chain execution
137 📊 SOC + Monitoring + SIEM Projects

13. SOC Monitoring Dashboard

Build Splunk/Kibana dashboards
Real-time alerting

14. SIEM Log Correlation Project

Correlation rule creation
Threat detection alerts

15. Incident Response Workflow

Alert triage
Incident escalation process

16. Threat Intelligence Integration

IOC feed integration
Threat enrichment

17. Windows Event Log Monitoring

Suspicious login detection
PowerShell abuse detection

18. Linux Log Monitoring

SSH brute force detection
Suspicious process monitoring
138 🔍 Threat Hunting + Automation Projects

19. IOC-Based Threat Hunting

Identify malicious indicators
Threat validation workflow

20. Behavioral Threat Detection

Detect unusual user activity
Anomaly detection scenarios

21. Python Security Automation Scripts

Log parser automation
Alert automation scripts

22. Automated Threat Intelligence Platform

IOC automation
Threat feed correlation

23. Malware Activity Hunting

Detect persistence techniques
Registry/process analysis

24. Threat Hunting using MITRE ATT&CK

ATT&CK mapping
TTP analysis
139 ⚙ DevSecOps Projects

25. Secure CI/CD Pipeline Project

Jenkins security integration
Automated vulnerability scanning

26. Docker Security Hardening

Secure container deployments
Vulnerability scanning

27. Kubernetes Security Implementation

RBAC configuration
Pod security policies

28. Terraform Security Validation

Infrastructure scanning
Compliance validation

29. DevSecOps Automation Platform

Automated security checks
CI/CD security workflows
140 ☁ Cloud Security & AI Security Projects

30. AWS Security Monitoring Project

IAM auditing
CloudTrail monitoring

31. Azure Security Monitoring

Azure Defender implementation
Sentinel monitoring

32. Multi-Cloud Threat Detection

AWS + Azure security monitoring
SIEM integration

33. Kubernetes Threat Detection

Runtime threat monitoring
Container anomaly detection

34. AI Security Risk Assessment

Prompt injection testing
AI data leakage analysis

35. Cloud Incident Response Simulation

Ransomware in cloud environment
Incident recovery workflow
141 🤖 Gen AI & Agentic AI in Cyber Security Projects

36. AI-Powered SOC Assistant

Security chatbot
AI incident summarization

37. RAG-Based Threat Intelligence System

Security knowledge base
AI-powered search

38. AI Threat Detection Engine

AI anomaly detection
Behavioral monitoring

39. Agentic AI for Incident Response

Automated investigation workflows
AI alert prioritization

40. AI-Based Malware Analysis

Malware behavior summarization
Threat classification

41. AI Security Automation Platform

AI-based SOC workflows
Automated reporting

42. Prompt Injection Detection Framework

AI prompt validation
Security filtering mechanisms
142 🔥 Live Cyber Security Challenges

SOC Challenges

Investigate suspicious login attempts
Analyze ransomware alerts
Detect insider threats

Pentesting Challenges

Exploit vulnerable web applications
Perform privilege escalation
Conduct API exploitation

Threat Hunting Challenges

Hunt for malware persistence
Identify command & control traffic
Analyze lateral movement

DevSecOps Challenges

Secure vulnerable CI/CD pipelines
Detect secrets in Git repositories
Harden Kubernetes clusters

Cloud Security Challenges

Detect cloud misconfigurations
Investigate IAM abuse
Analyze cloud attack paths

AI Security Challenges

Detect prompt injection attacks
Secure AI APIs
Investigate AI model misuse
143 💼 Industry-Oriented Deliverables
Security Incident Reports
Pentesting Reports
SIEM Dashboards
Threat Hunting Playbooks
DevSecOps Security Pipelines
AI Security Frameworks
Cloud Security Assessment Reports
Automation Scripts & Tools
144 🎯 Skills Covered Through Projects
✅ Ethical Hacking
✅ SOC Operations
✅ SIEM Monitoring
✅ Threat Hunting
✅ Python Security Automation
✅ DevSecOps
✅ Kubernetes Security
✅ Cloud Security
✅ AI Security
✅ GenAI & Agentic AI Security
✅ Incident Response
✅ Security Reporting
✅ Threat Intelligence
✅ Security Automation

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

1468+
Hands-On Lessons
144
Core Modules
365 days
Training Duration
100%
Practical Training

You don't just learn CYBER SECURITY EXPERT PROGRAM WITH CLOUD, DEVSECOPS & AI. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

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.

Structured project brief
Step-by-step implementation
Mentor feedback and review
Documented outcome
Stack Core Concepts Best Practices
PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

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.

End-to-end implementation
Testing and validation
Documentation
Peer/mentor review
Stack Applied Skills Testing
PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

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.

Complete working solution
Presentation-ready documentation
Mentor sign-off
Portfolio-ready deliverable
Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training
  • 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
Live Classroom Training
  • 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
Self-Paced Training
  • 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

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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.

Certificate of Completion

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

Course Completed? Need next steps?
Need Interview Supports?
Need Job Assistance?
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Join our Brush-up Session & get support until you find a job!

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Radical Learning Eco-System

Exam Simulator

Cloud SandBox

Hands-on Cloud Lab

Developer Coding Ground

Student Reviews

4.7★
Average learner rating
50K+
Students trained
30+
Hiring companies alumni work at
100%
Placement assistance
4.7
★★★★★

Course Rating

★★★★★
79%
★★★★☆
16%
★★★☆☆
3%
★★☆☆☆
1%
★☆☆☆☆
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The Revit MEP Course in Bengaluru at Radical Technologies was well-structured and highly practical. The hands-on approach helped me gain real-world skills.
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Thanks to the Revit MEP Course in Bengaluru at Radical Technologies, I was able to complete a live project confidently during my training period.
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Best IT Training Institute
Project Based Training
Training with 1yr PG Diploma

CYBER SECURITY EXPERT PROGRAM WITH CLOUD, DEVSECOPS & AI Interview Questions

10 questions commonly asked in CYBER SECURITY EXPERT PROGRAM WITH CLOUD, DEVSECOPS & AI interviews.

  1. 01 What are the primary benefits of using Revit MEP in Building Information Modeling (BIM) compared to traditional CAD tools?
  2. 02 Can you explain the workflow for designing an HVAC system in Revit MEP, including load calculations and duct placement?
  3. 03 How do you perform clash detection in Revit MEP, and what steps do you take to resolve detected conflicts?
  4. 04 Describe the process of creating custom parametric components (families) in Revit MEP and provide an example of their practical use.
  5. 05 What tools in Revit MEP are used for energy analysis, and how can they help in designing sustainable building systems?
  6. 06 How do you manage collaboration between mechanical, electrical, and plumbing teams within a Revit MEP project?
  7. 07 What are the best practices for optimizing Revit MEP models to ensure smooth performance, especially in large-scale projects?
  8. 08 How would you use Revit MEP to design and analyze fire protection systems, including sprinkler layouts and pipe routing?
  9. 09 What steps would you take to ensure compliance with local building codes and standards when designing electrical systems in Revit MEP?
  10. 10 Can you explain how schedules and material takeoffs are generated in Revit MEP and their significance in project documentation?

Cyber Security Expert Program with Cloud, DevSecOps & AI 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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Capgemini
Catchpoint
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GiBots
Google
Groots Software
HCL Technologies
IBM
Info Gain
Infosys
ITCube Solutions
KPIT
L&T Infotech
Microsoft
Mphasis
mPhatek
Oracle
Quantbit Technologies
Saina Cloud
TCS
Tech Mahindra
Wipro
YASH Technologies
Zensar Technologies
Accenture
Amazon
Avisys Services
Birlasoft
Capgemini
Catchpoint
Cognizant
Darwish Cybertech
DataVision
GiBots
Google
Groots Software
HCL Technologies
IBM
Info Gain
Infosys
ITCube Solutions
KPIT
L&T Infotech
Microsoft
Mphasis
mPhatek
Oracle
Quantbit Technologies
Saina Cloud
TCS
Tech Mahindra
Wipro
YASH Technologies
Zensar Technologies

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CYBER SECURITY EXPERT PROGRAM WITH CLOUD, DEVSECOPS & AI Course In Other Cities

Bangalore
Kochi

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