From Prompts to Production — Build Software with AI
From prompts to production — master the art of building software with artificial intelligence. Decode how LLMs think, craft expert-level prompts, wield every major AI coding tool, and architect AI-powered features that ship. 7 modules, 1 capstone, zero magic — just systematic skill.
About This Course
From prompts to production — master the art of building software with artificial intelligence. Decode how LLMs think, craft expert-level prompts, wield every major AI coding tool, and architect AI-powered features that ship. 7 modules, 1 capstone, zero magic — just systematic skill.
Course Modules
The New Programmer's Companion — Understanding AI for Code
Demystify how large language models work — from next-token prediction to model selection. Build the mental model that grounds every module that follows.
Speaking AI's Language — Prompt Engineering for Code
Transform from vague prompt-writer to systematic prompt engineer. Master the 5-component structure, Chain-of-Thought, reusable patterns, and prompt debugging.
Your AI Copilot — Mastering AI Coding Assistants
Hands-on mastery of GitHub Copilot, Cursor, Claude Code, and conversational AI coding. Know when to use each tool and how to get the best results.
Quality Control — Debugging, Testing & Code Review with AI
AI as your quality assurance partner. Master AI-assisted debugging, automated code review, test generation with TDD, and documentation.
Building with AI — APIs, SDKs & AI-Powered Applications
Graduate from using AI tools to embedding AI as a building block. Cover LLM APIs, prompt caching, structured outputs, and production concerns.
The AI Architect — RAG, Agents & Advanced Patterns
Advanced AI system design: Retrieval Augmented Generation, AI agents with tool use, multi-agent orchestration, and fine-tuning decisions.
The Responsible AI Engineer — Ethics, Security & the Future
The compass for responsible AI-augmented development. Cover bias, IP concerns, OWASP LLM Top 10, prompt injection defense, and the future.
Capstone — AI-Powered Code Review Bot
Design, architect, and secure an AI-powered code review bot from scratch. Five phases, real-world decisions, every module applied.
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