SkillBridge Summer Camp

Lay foundation for your Professional journey with 2-months in-person/Hybrid SkillBridge Summer Camp Internship Program. Learn crucial Skills/Tools and work on real-world projects in our office Mohali.

Program Outline:

First 30 Days: Learn

  • In-person Classes at Mohali

Next 30 Days: Work Experience

  • In-person/Online work on Real-World projects

Program Syllabus

First Choose from our specialized tracks :

This Summer Camp Training program in cybersecurity provides a comprehensive 60-day (training + internship) experience in cybersecurity, divided into three specialized tracks covering cybersecurity fundamentals, penetration testing, digital forensics, and SOC operations.

Module I: Pentesting

  • Fundamentals
    • Virtualization types: Type 1 (bare-metal) and Type 2 (hosted)
    • Managing Virtual Machines in VirtualBox
    • Understand the basics of Docker and Docker Compose
    • Create Docker images and run containers
    • Run Docker-Compose setup
    • Components of Operating Systems
    • Hands-on with Linux commands
    • Learn Linux filesystem and permissions
    • Types of Computer Networks
    • Computer Networking Basics (IP, Subnet, Netmask)
    • Visualize layers of TCP/IP with Wireshark
    • Understand important network protocols (HTTP, HTTPS, FTP, SSH, SFTP) with Wireshark
    • Exploit vulnerabilities and misconfigurations in FTP and SSH servers
    • CTF: Exploit vulnerable/misconfigured services and analyze packet captures to find flags
  • Cybersecurity Fundamentals
    • CIA (Confidentiality, Integrity, Availability)
    • AAA (Authentication, Authorization, Accounting)
    • Generate hashes with Linux commands and online tools
    • Learn symmetric and asymmetric encryption and digital signatures
    • Break hashes with Hashcat
    • Crack passwords with John the Ripper
    • Case Study: WannaCry Ransomware
    • CTF: Break hashes and crack passwords of protected files
  • Host Pentesting
    • Stages of Penetration Testing
    • Scan networks to discover hosts
    • Service enumeration with Nmap
    • Exploit the vsftpd backdoor vulnerability manually
    • Use Metasploit for exploitation and gain meterpreter
    • Generate post-exploitation payloads using msfvenom for Linux and Windows
    • Perform privilege escalation in Linux systems
    • CTF: Exploit vulnerable hosts
  • Web Application Pentesting
    • Understand OWASP Top 10 vulnerabilities
    • Deploy vulnerable web apps: DVWA, OWASP Juice Shop, and OWASP WebGoat
    • Exploit weak session ID vulnerability on OWASP Juice Shop using Burp Proxy and Burp Repeater
    • Perform SQL Injection attacks on DVWA (locally hosted) using SQLMap
    • Exploit Cross-Site Scripting vulnerability manually and using XSS Strike
    • Perform automated and manual scans on DVWA using ZAP
    • Conduct network scans using Nessus
    • Perform dictionary attacks on vulnerable web apps using Burp Intruder
    • CTF: Identify and Exploit Web Application Vulnerabilities
  • Network Security
    • Wireless adapter operation modes: Monitor and Managed
    • Capture Wi-Fi traffic with Wireshark and wireless adapter
    • Change adapter's mode using airmon-ng
    • View devices in a WiFi network using Wireshark
    • Crack a WPA WiFi access point's password using aircrack-ng
    • Decrypt encrypted WiFi traffic captured on Wireshark
  • Tools and Python scripting
    • Shodan to find live vulnerable servers
    • Refine search results using Google Dorks
    • Whois lookup and urlscan.io for recon
    • Phishing campaigns using Gophish
    • Hack into web browsers using The BeEF
    • WordPress vulnerabilities scan
    • Websites scan for vulnerabilities using Nikto and Nuclei
    • Python scripts for traffic sniffing with the Scapy
    • Dictionary attacks using Python scripts with pexpect and paramiko

Recommended Certifications: CompTIA Security+ Cisco CyberOps

Tools:

VirtualBox Kali Linux Docker Wireshark Nmap Hashcat John the Ripper Hydra Metasploit DVWA Burp Suite OWASP OWASP Juice Shop OWASP WebGoat Scout Suite Aircrack-ng Shodan Wayback Machine AnyRun Maltego Gophish The BeEF Python Nikto Nuclei WPScan Nessus ZAP

Module II: Digital Forensics

  • Introduction and Disk Forensics
    • Digital Forensics Process
    • Chain of Custody
    • Evidence Acquisition: Live and Dead
    • Create digital image of a disk
    • Processing disk image for artifacts
    • Recovering deleted files from Disk
    • Collecting Forensics artifacts: Browser activity, Recently opened files, Installed programs, Executed programs, User details
    • CTF: Process a real-world image to investigate the case
  • Windows Forensics
    • Windows Event Logs
    • Event Log extraction to reconstruct Timeline
    • Log Analysis with Event Log Viewer
    • Advanced analysis: Log Parser and Log Parser Lizard
    • Threat Hunting in Logs with Hayabusa
    • Sigma rules for detection
    • CTF: Analyze provided Event Logs to investigate the case
  • Memory Forensics
    • Dumping RAM for Linux and Windows machines
    • RAM Dump Analysis with Volatility
    • Working with Volatility Workbench
    • Recovering Forensics Artifacts from Memory: Process memory, Process Binary, Open File Descriptors, Network Connections, Process Hierarchy
    • Case Study: Cridex Malware Investigation
    • Redline for Live Acquisition and quick analysis
    • CTF: Analyze provided RAM Dump to investigate the case
  • Network Forensics
    • Networking Traffic capture and Analysis using Wireshark
    • HTTP Traffic analysis and object extraction
    • TCP/UDP Stream reconstruction to uncover complete exchange
    • Case Studies: Redline Infostealer Malware Traffic Analysis, Phishing Attack Traffic Analysis
    • Network Forensics to recover artifacts with Network Miner
    • Macroanalysis to locate traffic trends and outliers: CapAnalysis, Xplico
    • CTF: Analyze provided PCAP to investigate the case
  • Malware Containment and Analysis
    • Threat hunting with Master Parser and DeepBlue CLI
    • Log Enrichment with Sysmon
    • Sandboxes and their usage: Containment Sandboxes (Sandboxie, Firejail), Malware Analysis Sandboxes (Any.run, Cuckoo, Joe Sandbox)
    • CTF: Analyze provided Malware Sample to investigate the case

Tools:

FTK Imager Autopsy Volatility Wireshark Hayabusa LiME Guymager DumpIt Redline Network Miner Event Viewer Sandboxie+ Log Parser Lizard Firejail Any Run Cuckoo Sandbox Joe Sandbox

Module III: Security Operation Center Operations

  • Introduction to SOC
    • Cyber Security Framework (Identify, Protect, Detect, Recover, Govern)
    • What an SOC is, its importance, and SOC Roles
    • Career Path and required Skills
    • Cyber Security Threats (Malware, Phishing, Insider Threats, Advanced Persistent Threats (APTs))
  • Splunk SIEM
    • How SIEM Works (Collect Data and Aggregation from Endpoints)
    • Key Terms in SIEM (Events, Logs, Parsing, Normalization)
    • Splunk SIEM Components (Forwarder, Indexer, Search Head)
    • Setting up Splunk SIEM Server
    • Configuring Splunk SIEM agents
    • Splunk Query Language (SPL) queries
    • Uploading logs (Windows and Linux) for threat hunting
    • Create dashboards for threat hunting
    • CTF: Use Splunk SIEM to locate issues
  • Splunk SOAR
    • Security Orchestration Automation and Response (SOAR) elements: Threat Intelligence, Automation, Response, Orchestration
    • Key terms in Splunk SOAR (App, Asset, IOCs, Playbook)
    • Understanding Threat Intelligence Feeds (Open-Source, Free, and Commercial)
    • Integrating Splunk SOAR to Splunk SIEM
    • CTF: Create Custom dashboard for real-world threat hunting on Windows Event Logs
  • Wazuh XDR
    • Endpoint Detection & Response (EDR) vs Extended Detection & Response (XDR)
    • Host Based Intrusion Detection System (HIDS): Open Source Security Event Correlator (OSSEC)
    • Wazuh: Open Source XDR solution
    • Wazuh core components (Agent, Server, Indexer)
    • Building custom Threat Hunting dashboards with Wazuh
    • Monitor compliance using the Compliance Dashboard
    • Detect known Tactics, Techniques, and Procedures (TTPs)
    • Adversary emulation using Atomic Red Team
    • CTF: Detect and respond to threats using Wazuh

Recommended Certifications: Splunk Core Certified User CompTIA CySA+

Tools: Splunk Wazuh Atomic Red Team OSSEC

This Summer Camp Training program provides a comprehensive 60-day (training + internship) experience in artificial intelligence and LLM, covering both theoretical foundations and practical applications.

Month 1: Technical Foundations & AI Application Development

Focus: Understanding LLMs, Fine-tuning, Building AI Apps, & Deploying AI Models

  • Class 1: Introduction to AI, LLMs & APIs
    • Overview of AI, LLMs (GPT, LLaMA, Falcon, Mistral)
    • Evolution from rule-based AI to Transformers
    • Hands-on: Playing with OpenAI, Hugging Face APIs
  • Class 2: NLP Basics & How LLMs Work
    • Tokenization, Embeddings, Self-Attention
    • Understanding Transformer Architecture
    • Hands-on: Exploring Tokenization & Word Embeddings
  • Class 3: Prompt Engineering & AI Agent Basics
    • Basic vs Advanced Prompting
    • Temperature, max tokens, system messages
    • Hands-on: Crafting optimized prompts for different tasks
  • Class 4: AI Agents & Automation with n8n
    • What are AI agents? How do they automate tasks?
    • Integrating OpenAI API with n8n
    • Hands-on: Building a simple AI-powered email assistant
  • Class 5: Building AI Agents on n8n (Advanced)
    • Multi-step AI workflows in n8n
    • Automating customer responses, emails, and tasks
    • Hands-on: AI-powered customer support chatbot in n8n
  • Class 6: Fine-tuning vs. Prompt Engineering vs. RAG
    • When to fine-tune, when to use RAG (Retrieval-Augmented Generation)
    • Hands-on: Fine-tuning a small BERT model for classification
  • Class 7: Running Open-source LLMs Locally
    • Deploying models like LLaMA 2, Falcon, and Mistral
    • Hands-on: Running and experimenting with Hugging Face models
  • Class 8: AI Chatbot Development with LangChain
    • Basics of LangChain for AI-powered apps
    • Using Memory in AI chatbots
    • Hands-on: Building an AI chatbot with persistent memory
  • Class 9: AI for Code Generation & Debugging
    • Understanding AI in software development
    • Hands-on: Building an AI-powered code assistant using OpenAI Codex
  • Class 10: AI-Powered Search & Knowledge Assistants
    • Semantic search, vector databases (ChromaDB, Pinecone)
    • Hands-on: AI-powered search for document retrieval
  • Class 11: Deploying AI Applications with FastAPI
    • Introduction to API-based AI deployment
    • Hands-on: Exposing AI models via FastAPI and testing endpoints
  • Class 12: AI for Text Analysis & Fake News Detection
    • Sentiment analysis, text classification
    • Hands-on: AI-powered news verification tool
  • Class 13: AI-Powered Image Processing
    • Vision models (CLIP, BLIP, DALL·E)
    • Hands-on: Using AI to analyze and generate images
  • Class 14: AI Security & Ethics
    • Bias, security concerns in LLMs
    • Implementing safety measures in AI applications
    • Hands-on: Building a secure AI-powered chatbot
  • Class 15: Final Project Planning & Team Formation
    • Selecting AI project ideas
    • Defining user personas, use cases, and dataset requirements
    • Hands-on: Creating a project roadmap & milestones

Tools:

Python OpenAI Hugging Face LangChain LlamaIndex Ollama Mistral AI Pinecone n8n Anthropic

Month 2: AI Startup & Product Development

Focus: Building AI Startups, Monetization, and Scaling AI Projects

  • Class 16: Understanding AI Startup Ideas & Business Models
    • SaaS vs API-based AI services
    • Case studies of AI startups
    • Hands-on: Discussing AI startup ideas & selecting projects
  • Class 17: Project Timeline Planning & Milestones
    • Roadmap creation & agile planning
    • Milestone-based execution strategy
    • Hands-on: Project timelines & team task allocation
  • Class 18-20: MVP Development (Hands-on)
    • Building the first prototype (Minimum Viable Product - MVP)
    • Implementing core AI functionality
    • Hands-on: First working version of AI application
  • Class 21-23: Scaling & Deployment
    • Deploying AI apps on AWS, GCP, or DigitalOcean
    • Handling real-world traffic & API load
    • Hands-on: AI application cloud deployment
  • Class 24: AI Monetization Strategies
    • Subscription models, freemium, pay-per-use
    • Exploring OpenAI's marketplace & API sales
    • Hands-on: Designing a pricing model for AI services
  • Class 25: Pitching, Feedback & Demo Day
    • Each team presents their AI startup idea
    • Review by peers, mentors, and industry professionals
    • Hands-on: Refining product based on feedback

Limited Seats - Enroll Now !

Frequently Asked Questions (FAQ)

The SkillBridge Summer Camp Training program spans over 60 days, including 30 days of training and 30 days of hands-on internship.
No prior experience is required. The program is designed to accommodate beginners as well as those looking to enhance their skills in cybersecurity or web3.
Yes, upon successful completion of the program, you will receive a Certificate of Completion and Proficiency.
Successful completion of the training phase is required to proceed to the internship phase.

Reserve your spot!

Early Bird Offer!

₹19,999/-

Actual Price:

₹24,999/-

Venue:

Sec 82, Mohali

Program:

AI and LLM

Mode:

In-person (Mohali)

From: 09 Jun To: 09 Aug

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