Cyber Threat Hunting with AI, Splunk & Jupyter (Udemy.com)
Learn threat hunting techniques, log analysis, and ML-based detection to find hidden threats like a SOC analyst
Created by: Starweaver Group
Last updated September 2026
What you will learn
- Understand what is threat hunting in cyber security and build a strong foundation in cyber threat hunting within modern cybersecurity environments.
- Explore the threat hunting lifecycle and learn threat hunting basics using a practical model for conducting cyber threat hunting with hypothesis-driven methods.
- Learn key threat hunting techniques to detect anomalies, phishing, and suspicious activity in network security data as a SOC analyst.
- Discover how AI supports proactive threat hunting and improves detection of hidden threats in real-world cybersecurity scenarios.
- Analyze raw log data by cleaning, enriching, and visualizing it using Pandas, Seaborn, and Matplotlib in Jupyter.
- Apply anomaly detection techniques like Isolation Forest and DBSCAN using modern cyber threat hunting tools and telemetry data.
- Design and execute ML-based hunts in Splunk and Jupyter using a structured threat hunting framework.
How it compares
Against the other 1,182 rated Udemy courses in IT & Software on CourseDuck:
- Rating4.6 out of 5higher than 67% of them
- Reviews21#1,178 of 1,183 by number of reviews
- Length4.5 hoursshorter than 56% of them
- Last updatedSeptember 2026more recently than 91% of them
Course Description
Master Modern Threat Hunting and Cybersecurity Analytics – Detect Advanced Threats, Analyze Behavioral Patterns, and Operationalize Machine-Driven Defense
Are you ready to defend against today’s most sophisticated cyber threats? This comprehensive cybersecurity course delivers a deep, practical exploration of threat hunting in cyber security, advanced log analysis, and machine-driven analytics. You will build expertise in cyber threat hunting, enabling you to detect evasive threats, uncover behavioural anomalies, and transform raw security data into actionable intelligence using leading cyber threat hunting tools.
Through hands-on exercises, real-world case studies, and lab-driven modules, you will develop job-ready skills aligned with modern cyber threat hunting services and SOC analyst roles. This course bridges human intuition with machine learning techniques, helping you understand how AI supports proactive threat hunting and strengthens modern security operations.
You will explore a practical model for conducting cyber threat hunting, apply proven threat hunting techniques, and gain experience with real threat hunting examples used in enterprise environments. The program also introduces a structured threat hunting framework to help you design effective detection strategies.
By the end of this course, you will be able to build hypotheses, detect anomalies, and operationalize scalable cyber threat hunting workflows. You will use tools like Splunk and Jupyter Notebooks to analyze complex datasets, visualize patterns, and enhance detection capabilities across modern cybersecurity environments.
Whether you are an aspiring SOC analyst, cybersecurity professional, or learning how to become a cyber threat hunter, this course will help you stay ahead of evolving threats and strengthen your defensive capabilities. Enrol now and take the next step toward mastering modern cybersecurity analytics!
Instructor Details
- 4.6 Rating
21 Reviews
Starweaver Group
351,000+ learners trust Starweaver to build careers that last.
Starweaver is a global professional education company with many millions of learners globally (over 350,000+ enrolled learners, 51,000+ verified reviews on Udemy), and a roster of hundreds of practitioner-instructors operating across six continents. Every course and asset we create for you is crafted and delivered by REAL professionals (not AI avatars) who have worked in the exact roles you're training for, and the precise skills you see to develop.
No fluff. No theory-only lectures. Just skills you can apply from day one.
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Reviews
By Sarah Davis on 1/8/2026
I am so grateful to have had the chance to take this course
By John Smith on 1/8/2026
outstanding, bringing both expertise and passion to every lesson
By Lucas Oliver on 1/6/2026
The course feels well-crafted and intentional.
By Felix John on 1/6/2026
The course design is visually calming and elegant.
By James Anderson on 12/9/2025
Practical steps for finding hidden threats fast.
By Morgan Clarke on 12/9/2025
Exceptional delivery. the content felt organized and professionally taught
By carter Johnson on 12/9/2025
very smooth and effective delivery..
By Riley Bennette on 12/9/2025
concepts beautifully organized
By Anahita Fernandez on 12/8/2025
The instructor made complex topics feel simple.
By Robert James on 12/8/2025
This course exceeded my expectations
Quality Score
No CourseDuck member has rated this course yet. Taken it? Give each part a thumbs up or down.
Overall Score : 92 / 100












