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Dev.to
Dev.to
5/10/2026
Stop just chatting with AI: Build real skills in GenAI and Prompt Engineering

Stop just chatting with AI: Build real skills in GenAI and Prompt Engineering

Short summary

Most professionals underutilize AI beyond basic chatting. This guide maps foundational AI concepts—discriminative vs. generative models, LLMs, and prompt engineering—positioning prompt engineering as a core skill equal to SQL. It provides a structured learning roadmap via free Coursera, Google Skills, and YouTube courses, establishing 2026 as an early-adopter window.

  • Prompt engineering is a critical skill most people overlook, not a nice-to-have
  • AI fundamentals include understanding model types: discriminative (classification) vs. generative (creation)
  • Free structured learning paths available via Coursera, Google Skills, and YouTube with a six-step roadmap

Generated with AI, which can make mistakes.

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