Analyzing Network Observables for Cyber Threat Hunting — PickAClass
⏱ 3h 📚 30 lessons

Analyzing Network Observables for Cyber Threat Hunting

Learn to identify, research, and analyze network artifacts and indicators of compromise to defend systems against cyber threats.

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About this course

In cybersecurity, the ability to spot and analyze subtle network anomalies can mean the difference between a secure environment and a major breach. This text-based course guides you through the foundational concepts of identifying, researching, and documenting network observables. You will transition from basic security awareness to systematically analyzing network traffic patterns, IP addresses, DNS records, and system artifacts to uncover potential indicators of compromise. What you'll learn: - Understand the core terminology of cyber threat intelligence and network observables. - Research suspicious IP addresses, domain names, and file hashes using open-source intelligence tools. - Analyze network traffic captures to identify abnormal communication patterns and protocol anomalies. - Document and categorize indicators of compromise using standard security frameworks. - Practice investigating simulated network alerts to determine the scope of a potential security incident. - Apply modern threat hunting methodologies to proactively search for hidden network threats. The course begins with foundational definitions of cyber threats and network protocols before guiding you through step-by-step written walkthroughs on analyzing real-world security alerts and documenting your findings. This course is designed for aspiring security analysts, IT professionals, and cybersecurity beginners with no prior threat hunting experience. Start building your security analysis skills today through structured written guides and practical analysis exercises.

Course contents

6 modules · 30 lessons · 3h

1 Foundations of Threat Hunting
Establish the basic terminology and mindset for network threat hunting.
5 lessons · 30 min
  1. Welcome to Threat Hunting
    Introduction to the proactive nature of threat hunting versus reactive security.
    6 min
  2. The Language of Threats
    Defining foundational terms like threats, vulnerabilities, and the CTI lifecycle.
    6 min
  3. Network Protocols Refresher
    Understanding TCP/IP, DNS, and HTTP from a security analyst's perspective.
    6 min
  4. Observables vs. Indicators
    Distinguishing between raw network data (observables) and confirmed threats (IoCs).
    6 min
  5. The Hunter’s Mindset
    Learning how to think critically and skeptically about network activity.
    6 min
2 Researching Observables with OSINT
Learn how to use open-source tools to investigate suspicious artifacts.
5 lessons · 30 min
  1. Introduction to OSINT
    Overview of Open Source Intelligence and its role in validating threats.
    6 min
  2. Investigating IP Addresses
    Using reputation databases and Whois to research suspicious IPs.
    6 min
  3. Decoding Domain Names
    Analyzing DNS records and domain registration for malicious patterns.
    6 min
  4. The Power of File Hashes
    Using VirusTotal and other tools to identify malicious files by their hash.
    6 min
  5. OSINT Toolset Deep Dive
    Practical guide to using AlienVault OTX and URLScan for research.
    6 min
3 Network Traffic Analysis
Identify anomalies and malicious patterns within network communications.
5 lessons · 30 min
  1. Introduction to PCAP
    Understanding packet captures and the basics of network traffic data.
    6 min
  2. Spotting Communication Spikes
    Identifying abnormal data volumes and beaconing patterns.
    6 min
  3. Detecting Protocol Anomalies
    Finding misuse of protocols like DNS tunneling or unusual HTTP headers.
    6 min
  4. Traffic Analysis Tools
    A high-level look at Wireshark and Zeek for inspecting traffic.
    6 min
  5. Practical: Finding the Needle
    A guided exercise in identifying one anomaly within a traffic log.
    6 min
4 Frameworks and Documentation
Learn to categorize and report findings using industry standards.
5 lessons · 30 min
  1. Why Documentation Matters
    The role of clear reporting in incident response and team collaboration.
    6 min
  2. The Diamond Model
    Categorizing threats by connecting adversaries, infrastructure, and capabilities.
    6 min
  3. Mapping to MITRE ATT&CK
    Aligning observed behaviors with known adversary tactics and techniques.
    6 min
  4. STIX and TAXII Basics
    Introduction to standardized formats for sharing threat intelligence.
    6 min
  5. Writing the IoC Report
    Creating a structured document that summarizes findings and indicators.
    6 min
5 Investigating Security Alerts
Apply analysis skills to simulated real-world security incidents.
5 lessons · 30 min
  1. The Alert Lifecycle
    Understanding how an alert moves from detection to resolution.
    6 min
  2. Determining Incident Scope
    Techniques for finding out how far a threat has spread in the network.
    6 min
  3. Walkthrough: The Initial Triage
    Step-by-step analysis of a simulated 'Suspicious Connection' alert.
    6 min
  4. Walkthrough: Deep Dive Research
    Using OSINT and logs to validate the simulated alert's artifacts.
    6 min
  5. Walkthrough: Final Assessment
    Concluding the investigation and determining the necessary response.
    6 min
6 Modern Hunting Methodologies
Develop proactive strategies for hunting hidden network threats.
5 lessons · 30 min
  1. The Pyramid of Pain
    Understanding which indicators are most valuable for a threat hunter.
    6 min
  2. Hypothesis-Driven Hunting
    Learning how to create and test a theory about a hidden threat.
    6 min
  3. Hunting for Persistence
    Identifying network signs of an attacker trying to stay in the system.
    6 min
  4. Introduction to Hunt Automation
    Basic concepts of using scripts to search for observables at scale.
    6 min
  5. Building a Hunting Playbook
    Creating a repeatable process for future threat hunting missions.
    6 min
Final project

The 'Silent Breach' Investigation

You are presented with a series of network logs and a single suspicious IP address. You must research the observable, find related artifacts in the traffic, map the activity to a framework, and determine the scope of the incident.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 14-day refund
    No questions asked
  • ⚡ Short & focused
    3h of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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PickAClass
Skills profile · verifiable
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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Analyzing Network Observables for Cyber Threat Hunting
Skills demonstrated
✓
Behavioral pattern analysis
Foundational
1.2 hrs
✓
Decision-architecture frameworks
Proficient
1.4 hrs
✓
A/B test design
Proficient
1.7 hrs
✓
Behavioral copywriting
Advanced
1.9 hrs
P
PickAClass — Name Surname
Analyzing Network Observables for Cyber Threat Hunting
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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