How AI is Built? | Part 2 – AI Security Engineering (தமிழில்) #cybersecurity #ai #infosec #trending
Bowman & Fletcher
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How AI is Built? | Part 2 – AI Security Engineering (தமிழில்) #cybersecurity #ai #infosec #trending
305 просмотров · 11 дн. назад
Bowman & Fletcher
128 подписчиков
305 просмотров · 11 дн. назад
Welcome back to Bowman & Fletcher — Learn, Build & Defend! 🔐
How is an AI system actually built? What is the difference between an algorithm and a model? And how do AI, Machine Learning, Neural Networks, and Deep Learning relate to each other?
In Part 2 of our AI Security Engineering series, we'll break down these concepts with practical examples and a cybersecurity perspective, explained in a natural mix of Tamil and English (Tanglish).
📚 What You'll Learn
Components of an AI System — Understand data, algorithms, training pipelines, models, inference, and monitoring.
The AI System Workflow — Follow the journey from training data to a deployed model.
The AI Stack — Understand how the components of an AI system fit together.
AI vs Machine Learning vs Deep Learning — Learn the differences and how these concepts relate.
Algorithm vs Model — Understand the difference between the method used to train a model and the trained model itself.
Underfitting vs Overfitting — Discover why a model can perform poorly or fail to generalize to new data.
AI Security Connection — Learn why trained models are valuable assets and why protecting them matters.
🔐 Why This Matters in Cybersecurity
AI security involves much more than securing a model. Data pipelines, model files, APIs, inference services, and monitoring systems can all introduce security risks.
This is part of our ongoing AI Security Engineering series, where we build a strong foundation before exploring AI attacks, vulnerabilities, and defensive techniques.
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#AISecurity #ArtificialIntelligence #MachineLearning #DeepLearning #AISecurityEngineering #TamilTech #Tanglish #BowmanAndFletcher