Course Content
Introduction to AI
Key concepts, phrasing, etc.
0/8
Introduction to AI
07:20
Types of Artificial Intelligence
11:21
Federated Learning & Feedforward Neural Networks
03:16
AI Lifecycle
03:45
Model Training Techniques
11:29
Machine Learning Algorithms
10:39
Fine tuning
03:43
Prompt Engineering
11:36
AI Model Lifecycle
0/6
Data Security
21:30
Model Development / Selection
09:13
AI Job Roles
09:16
Model Evaluation
03:20
Model Deployment
13:44
Monitoring and Maintenance
11:52
AI Security
0/6
AI Security
21:09
AI Architecture
15:49
Attacking AI systems
13:34
AI Enabled Tools and Attacks
09:25
AI Threat Modeling
23:40
MITRE ATLAS & OWASP Threat Modeling Process (lab)
19:30
AI Governance
0/5
AI Corporate Policies
03:48
NIST AI RMF
01:13:07
EU AI ACT
OECD Standards
13:22
ISO 42000 / 42001
04:18
CompTIA SecAI+
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