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.

Radical Technologies

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

Online / Classroom

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

Call Now

100% placement assistance

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

4.4★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

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

Fundamentals Architecture Setup

Hands-On Practical Training

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

Practicals Assignments Labs

Real-World Projects

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

Projects Portfolio Case Studies

Advanced Techniques

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

Advanced Integration Best Practices

Ecosystem Integration

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

Ecosystem Tools Platforms

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

Jump to Section

Total Duration

365 days

100% Practical · Unlimited Doubt Sessions

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

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

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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

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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

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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.

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.