Concept Explainer Series - LLM Fine-Tuning Methods
Foundation models are generalists, but specialized tasks often require domain-specific expertise that prompt engineering alone cannot provide. We will explore how fine-tuning alters the model's actual weights to bake in new knowledge, style, or behavioral constraints permanently.
Concept Explainer Series - SSH: Secure Shell
Managing servers remotely requires a connection you can trust, and SSH is the industry standard for safe communication over an unsecured network. We will explain how the SSH protocol creates an encrypted tunnel that allows you to control a remote computer as if you were sitting right in front of it.
Concept Explainer Series - AI: Multi-Agent System
Single LLMs are impressive, but creating a team of them unlocks a completely new level of problem-solving capability. We will explore Multi-Agent Systems (MAS), where distinct AI agents collaborate, debate, and verify each other's work to handle complex workflows autonomously.
Concept Explainer Series - Git Version Control
Coding without a safety net is risky, which is why version control is an absolute requirement for professional developers. We’ll explain how Git tracks every change you make, acting as a time machine that allows you to revert errors and review your project's history.
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