๋ณธ๋ฌธ์œผ๋กœ ๊ฑด๋„ˆ๋›ฐ๊ธฐ

2026๋…„์— ์ˆ˜๊ฐ•ํ•  ์ตœ๊ณ ์˜ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง ๊ฐ•์˜

DataCamp์˜ Understanding Prompt Engineering์ด 1์œ„๋ฅผ ์ฐจ์ง€ํ–ˆ์Šต๋‹ˆ๋‹ค โ€” ์‹ค์Šต ์—„๋ฐ€์„ฑ, ์ปค๋ฆฌํ˜๋Ÿผ ์ตœ์‹ ์„ฑ, ํ•™์Šต์ž ์„ฑ๊ณผ๋ฅผ ๊ธฐ์ค€์œผ๋กœ ํ‰๊ฐ€ํ•œ 2026๋…„ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง ๊ฐ•์˜ 8์„  ์ „์ฒด ์ˆœ์œ„๋ฅผ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค.

๋ฌด๋ฃŒ ๊ณ„์ • ๋งŒ๋“ค๊ธฐ

์‹ค์Šต ๋ฌธ์ œํ•˜๊ณ  ํŠธ๋ž™ํ•˜์„ธ์š”.

Google๋กœ ๊ณ„์†ํ•˜๊ธฐ๊ณ„์† ์ง„ํ–‰ํ•˜์‹œ๋ฉด ๋‹ค์Œ ์‚ฌํ•ญ์— ๋™์˜ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๊ฐ„์ฃผ๋ฉ๋‹ˆ๋‹ค: ์ด์šฉ์•ฝ๊ด€ ๋ฐ ๊ฐœ์ธ์ •๋ณด ์ฒ˜๋ฆฌ๋ฐฉ์นจ ๊ทธ๋ฆฌ๊ณ  ๊ท€ํ•˜์˜ ๋ฐ์ดํ„ฐ๊ฐ€ ๋ฏธ๊ตญ์— ์ €์žฅ๋œ๋‹ค๋Š” ์ ์— ๋™์˜ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๊ฐ„์ฃผ๋ฉ๋‹ˆ๋‹ค.

DataCamp์˜ Understanding Prompt Engineering์ด 2026๋…„ ์ˆœ์œ„์—์„œ ์ตœ์ƒ์œ„์— ์˜ฌ๋ž์Šต๋‹ˆ๋‹ค. ์ „์ฒด ๋ชฉ๋ก๊ณผ ์„ ์ • ๊ธฐ์ค€์€ ์•„๋ž˜์—์„œ ํ™•์ธํ•˜์„ธ์š”.

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์ด ๋ชฉ๋ก์€ ๋‹ค์Œ ๋„ค ๊ฐ€์ง€ ๊ธฐ์ค€์œผ๋กœ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง ๊ฐ•์˜๋ฅผ ํ‰๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

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  • ์ ‘๊ทผ์„ฑ(๋Œ€์ƒ ํ•™์Šต์ž์—๊ฒŒ ์–ผ๋งˆ๋‚˜ ์‚ฌ์šฉํ•˜๊ธฐ ์‰ฌ์šด์ง€),
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  • ์‹ค์Šต ์—„๋ฐ€์„ฑ(ํ•™์Šต์ž๊ฐ€ ์‹ค์ œ๋กœ ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ž‘์„ฑยทํ…Œ์ŠคํŠธยท๊ฐœ์„ ํ•˜๋Š”์ง€),
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  • ๊ฐ•์‚ฌ ์ „๋ฌธ์„ฑ,
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  • ํ•™์ƒ ์„ฑ๊ณผ์˜ ์ž…์ฆ ์—ฌ๋ถ€.
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์ž๋ฃŒ ์ถœ์ฒ˜์—๋Š” 2026๋…„ 4์›” ๊ธฐ์ค€ DataCamp, DeepLearning.AI, Coursera, Anthropic, Microsoft Learn, Udemy, LinkedIn Learning, DAIR.AI์˜ ๊ฐ•์˜ ํŽ˜์ด์ง€ ์ง์ ‘ ๊ฒ€ํ† ๊ฐ€ ํฌํ•จ๋ฉ๋‹ˆ๋‹ค. ๊ฐ ํ”Œ๋žซํผ์€ ๋ชฉ๋ก์— ํ•œ ๋ฒˆ์”ฉ๋งŒ ๋“ฑ์žฅํ•ฉ๋‹ˆ๋‹ค. ์ œ๋ชฉ์— \"prompt engineering\"์ด ํฌํ•จ๋œ ๊ฐ•์˜๋งŒ ๊ณ ๋ คํ–ˆ์œผ๋ฉฐ, ๋ณด๋‹ค ํญ๋„“์€ ์ƒ์„ฑํ˜• AI ๋ฐ ChatGPT ์ž…๋ฌธ ๊ฐ•์˜๋Š” ์ธ์ ‘ํ•œ ์ƒ์„ฑํ˜• AI ๋ชฉ๋ก์— ํฌํ•จ๋ฉ๋‹ˆ๋‹ค.

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์นดํ…Œ๊ณ ๋ฆฌ์— ๋Œ€ํ•œ ์ฐธ๊ณ : ๋…๋ฆฝ๋œ ๋ถ„์•ผ๋กœ์„œ์˜ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง์€ ๋น ๋ฅด๊ฒŒ ์„ฑ์ˆ™ํ•ด์กŒ์Šต๋‹ˆ๋‹ค. 2023๋…„์˜ \"ํ”„๋กฌํ”„ํŠธ ์š”๋ น\" ์‹œ๋Œ€๋Š” ์ฃผ๋กœ ํ‰๊ฐ€(evals), ๊ตฌ์กฐํ™”๋œ ์ถœ๋ ฅ, ๊ฒ€์ƒ‰ ๊ธฐ๋ฐ˜(RAG) ๊ธฐ๋ฒ•, ์—์ด์ „ํ‹ฑ ๋ฃจํ”„์— ๊ธฐ๋ฐ˜ํ•œ ์ฒด๊ณ„์  ์ ‘๊ทผ์œผ๋กœ ๋Œ€์ฒด๋˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ๋ชฉ๋ก์˜ ๊ฐ•์˜๋“ค์€ ์ด๋Ÿฌํ•œ ๋ณ€ํ™”๋ฅผ ๋ฐ˜์˜ํ•ฉ๋‹ˆ๋‹ค.

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1. Understanding Prompt Engineering โ€” DataCamp

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DataCamp์˜ Understanding Prompt Engineering์€ 2026๋…„์— ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง์„ ํ•™์Šตํ•˜๊ธฐ ์œ„ํ•œ ๊ฐ€์žฅ ๊ฐ•๋ ฅํ•œ ๋‹จ์ผ ์ถœ๋ฐœ์ ์ž…๋‹ˆ๋‹ค. ์ƒํ˜ธ์ž‘์šฉํ˜• AI ๋„ค์ดํ‹ฐ๋ธŒ ๊ฐ•์˜๋กœ, ์ฒซ ์žฅ๋ถ€ํ„ฐ ์‹ค์ œ ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ž‘์„ฑยทํ…Œ์ŠคํŠธยท๊ฐœ์„ ํ•˜๋„๋ก ์ด๋•๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰(์‚ฌ์ „ ๊ฒฝํ—˜ ๋ถˆํ•„์š”)
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  • ์†Œ์š” ์‹œ๊ฐ„: ์•ฝ 1์‹œ๊ฐ„
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  • ๋น„์šฉ: DataCamp ๊ตฌ๋…์— ํฌํ•จ(์›” ์•ฝ $25); ์ฒซ ์žฅ ๋ฌด๋ฃŒ
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  • ์ ํ•ฉ ๋Œ€์ƒ: ๋ถ„์„๊ฐ€, ๋งˆ์ผ€ํ„ฐ, PM, ์—”์ง€๋‹ˆ์–ด, ํ•™์ƒ, ์ปค๋ฆฌ์–ด ์ „ํ™˜์ž ๋“ฑ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง์˜ ๊ธฐ์ดˆ๋ฅผ ์‹ค๋ฌด ์ˆ˜์ค€์œผ๋กœ ์ตํžˆ๊ณ ์ž ํ•˜๋Š” ๋ชจ๋“  ๋ถ„
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๊ฐ•์˜๋Š” ์„ธ ๋ถ€๋ถ„์œผ๋กœ ๊ตฌ์„ฑ๋ฉ๋‹ˆ๋‹ค. ํ”„๋กฌํ”„ํŠธ ๊ตฌ์กฐ์™€ ์ œ๋กœ์ƒท vs ํ“จ์ƒท ํ”„๋กฌํŒ…, ํ”„๋กฌํ”„ํŠธ ํŒจํ„ด(์‚ฌ๊ณ ์˜ ์‚ฌ์Šฌ, ์—ญํ•  ๊ธฐ๋ฐ˜, ๊ตฌ์กฐํ™” ์ถœ๋ ฅ), ๋ฐ˜๋ณต์  ํ”„๋กฌํ”„ํŠธ ๊ฐœ์„ ์ž…๋‹ˆ๋‹ค. ๋ชจ๋“  ๊ฐœ๋…์€ ๋ธŒ๋ผ์šฐ์ € ๋‚ด ํŽธ์ง‘๊ธฐ์—์„œ ์‹ค์Šต๋˜๋ฉฐ, ํ•™์Šต์ž๋Š” ๋ผ์ด๋ธŒ LLM์— ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ž…๋ ฅํ•˜๊ณ  ์ฆ‰์‹œ ์ถœ๋ ฅ์„ ํ™•์ธํ•ฉ๋‹ˆ๋‹ค.

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DataCamp์˜ ํ•™์Šต ๊ฒฝํ—˜์€ ์ด์ œ AI ๋„ค์ดํ‹ฐ๋ธŒ๋กœ, ๊ฐ ํ•™์Šต์ž์— ๋งž์ถฐ ์‹ค์‹œ๊ฐ„์œผ๋กœ ์ ์‘ํ•ฉ๋‹ˆ๋‹ค. ํ”„๋กฌํ”„ํŠธ๊ฐ€ ์˜๋„๋Œ€๋กœ ์ž‘๋™ํ•˜์ง€ ์•Š์œผ๋ฉด, AI ํŠœํ„ฐ๊ฐ€ ๋ชจ๋ธ์ด ๊ทธ๋ ‡๊ฒŒ ์‘๋‹ตํ•œ ์ด์œ ์™€ ์ˆ˜์ •ํ•  ์ ์„ ์„ค๋ช…ํ•ด ์ฃผ๋ฉฐ, ๋‹จ์ˆœํžˆ ์˜ค๋‹ต ์ฒ˜๋ฆฌ์— ๊ทธ์น˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

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2. Apply Prompt Engineering with Azure OpenAI Service โ€” Microsoft Learn

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Microsoft Learn์˜ Apply Prompt Engineering ๋ชจ๋“ˆ์€ ๋งˆ์ดํฌ๋กœ์†Œํ”„ํŠธ์™€ ์ •๋ ฌ๋œ ์กฐ์ง์—์„œ ์ผํ•˜๋Š” ํ•™์Šต์ž์—๊ฒŒ ์ ํ•ฉํ•œ ๊ฐ•๋ ฅํ•œ ๋ฌด๋ฃŒ ๋ฒค๋” ์˜ต์…˜์ž…๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰
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  • ์†Œ์š” ์‹œ๊ฐ„: ์•ฝ 1์‹œ๊ฐ„
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  • ๋น„์šฉ: ์™„์ „ ๋ฌด๋ฃŒ
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  • ์ ํ•ฉ ๋Œ€์ƒ: Azure์™€ ์ •๋ ฌ๋œ ์กฐ์ง์˜ ์—”์ง€๋‹ˆ์–ด ๋˜๋Š” Microsoft AI Engineer ์ธ์ฆ์„ ๋ชฉํ‘œ๋กœ ํ•˜๋Š” ํ•™์Šต์ž
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์ด ๋ชจ๋“ˆ์€ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง์˜ ๊ธฐ๋ณธ(์‹œ์Šคํ…œ ๋ฉ”์‹œ์ง€, ํ“จ์ƒท ์˜ˆ์‹œ, ์‘๋‹ต ๊ทธ๋ผ์šด๋”ฉ)์„ ๋‹ค๋ฃจ๊ณ , ์ด๋ฅผ Azure OpenAI Service Studio์—์„œ ์ ์šฉํ•˜๋Š” ๊ณผ์ •์„ ์•ˆ๋‚ดํ•ฉ๋‹ˆ๋‹ค. ๋” ๋„“์€ \"Develop generative AI solutions with Azure OpenAI Service\" ํ•™์Šต ๊ฒฝ๋กœ์— ํฌํ•จ๋˜์–ด ์žˆ์œผ๋ฉฐ, ์—ฌ๊ธฐ์„œ๋Š” Azure AI Search๋ฅผ ํ™œ์šฉํ•œ RAG, ํ•จ์ˆ˜ ํ˜ธ์ถœ, Azure AI Foundry๊นŒ์ง€ ํ™•์žฅ๋ฉ๋‹ˆ๋‹ค.

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3. Prompt Engineering Interactive Tutorial โ€” Anthropic

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Anthropic์˜ Prompt Engineering Interactive Tutorial์€ Claude๋ฅผ ์ตœ๋Œ€ํ•œ ํ™œ์šฉํ•˜๊ธฐ ์œ„ํ•œ ์ผ์ฐจ ์ œ๊ณต ๊ฐ€์ด๋“œ๋ฅผ ์›ํ•˜๋Š” ํ•™์Šต์ž์—๊ฒŒ ์ ํ•ฉํ•œ ๊ฐ•๋ ฅํ•œ ๋ฌด๋ฃŒ ์˜ต์…˜์ž…๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰๋ถ€ํ„ฐ ๊ณ ๊ธ‰๊นŒ์ง€
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  • ์†Œ์š” ์‹œ๊ฐ„: ์ดˆ๊ธ‰ ๋ฐ ๊ณ ๊ธ‰ ํŠœํ† ๋ฆฌ์–ผ ํ•ฉ์‚ฐ ์•ฝ 5์‹œ๊ฐ„
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  • ๋น„์šฉ: ์™„์ „ ๋ฌด๋ฃŒ
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  • ์ ํ•ฉ ๋Œ€์ƒ: Anthropic์˜ ์‹ค๋ฌดํŒ€์ด ๊ฒ€์ฆํ•œ ๊ธฐ๋ฒ•์„ ์›ํ•˜๋Š” Claude API ๊ธฐ๋ฐ˜ ๊ฐœ๋ฐœ์ž
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Anthropic์˜ ์ ์šฉ ํŒ€์ด ์ œ์ž‘ยท์œ ์ง€ํ•ฉ๋‹ˆ๋‹ค. ํŠœํ† ๋ฆฌ์–ผ์€ ์ผ๋ จ์˜ Jupyter ๋…ธํŠธ๋ถ(๊ตฌ๊ธ€ ์Šคํ”„๋ ˆ๋“œ์‹œํŠธ ํ˜•์‹๋„ ์ œ๊ณต)์œผ๋กœ ์‹คํ–‰๋˜๋ฉฐ, ํ”„๋กฌํ”„ํŠธ ๊ตฌ์กฐ, ์—ญํ•  ํ• ๋‹น, ๋ฐ์ดํ„ฐ์™€ ์ง€์‹œ ๋ถ„๋ฆฌ, ์ถœ๋ ฅ ํฌ๋งคํŒ…๊ณผ ํ”„๋ฆฌํ•„๋ง, ์‚ฌ๊ณ ์˜ ์‚ฌ์Šฌ, ์˜ˆ์‹œ ํ™œ์šฉ, ํ™˜๊ฐ ๋ฐฉ์ง€ ๋“ฑ์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ๊ณ ๊ธ‰ ์„น์…˜์—์„œ๋Š” ๋ณต์žกํ•œ ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ฒ˜์Œ๋ถ€ํ„ฐ ์ž‘์„ฑํ•˜๊ธฐ, ํ”„๋กฌํ”„ํŠธ ์ฒด์ด๋‹, ๋„๊ตฌ ์‚ฌ์šฉ์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ๋ชจ๋“  ์‹ค์Šต์€ ๋ผ์ด๋ธŒ Claude API๋กœ ์‹คํ–‰๋ฉ๋‹ˆ๋‹ค.

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4. Prompt Engineering Specialization โ€” Vanderbilt (Coursera)

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Vanderbilt์˜ Prompt Engineering Specialization์€ ๊ณต์ธ ๋Œ€ํ•™ ์ž๊ฒฉ๊ณผ ํ•จ๊ป˜ ๊ตฌ์กฐํ™”๋œ ๋‹ค๊ณผ์ • ํ•™์Šต์„ ์›ํ•˜๋Š” ํ•™์Šต์ž์—๊ฒŒ ์ ํ•ฉํ•œ ๊ฐ•๋ ฅํ•œ ์˜ต์…˜์ž…๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰~์ค‘๊ธ‰
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  • ์†Œ์š” ์‹œ๊ฐ„: ์ฃผ 4์‹œ๊ฐ„ ๊ธฐ์ค€ ์•ฝ 3๊ฐœ์›”(3๊ณผ์ • ์ŠคํŽ˜์…œ๋ผ์ด์ œ์ด์…˜)
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  • ๋น„์šฉ: ์ฒญ๊ฐ• ๋ฌด๋ฃŒ; ์ธ์ฆ์„œ ์›” ์•ฝ $49
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  • ์ ํ•ฉ ๋Œ€์ƒ: ํ”„๋กฌํ”„ํŠธ ํŒจํ„ด์„ ๊นŠ์ด ์žˆ๊ฒŒ ํ•™์Šตํ•˜๊ณ ์ž ํ•˜๋Š” ์ง€์‹ ๋…ธ๋™์ž ๋ฐ ์˜ˆ๋น„ AI ์‹ค๋ฌด์ž
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์ด ์ŠคํŽ˜์…œ๋ผ์ด์ œ์ด์…˜์€ ํ”„๋กฌํ”„ํŠธ ํŒจํ„ด(ํŽ˜๋ฅด์†Œ๋‚˜, ๋ ˆ์‹œํ”ผ, ํ…œํ”Œ๋ฆฟ, ๋’ค๋ฐ”๋€ ์ƒํ˜ธ์ž‘์šฉ ๋“ฑ), ์‚ฌ๊ณ ์˜ ์‚ฌ์Šฌ ๋ฐ ์‚ฌ๊ณ ์˜ ๋‚˜๋ฌด ์ถ”๋ก , ์ƒ์‚ฐ์„ฑ๊ณผ ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ์„ ์œ„ํ•œ ChatGPT ํ™œ์šฉ, LLM์„ ์ธ์ง€ ๋„๊ตฌ๋กœ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. White๊ฐ€ ์ œ์‹œํ•œ ํŒจํ„ด ๊ธฐ๋ฐ˜ ์–ดํœ˜๋Š” ์—…๊ณ„ ์ „๋ฐ˜์— ๋„๋ฆฌ ์ฑ„ํƒ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

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5. Prompt Engineering with Generative AI โ€” LinkedIn Learning

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LinkedIn Learning์˜ Prompt Engineering with Generative AI๋Š” ํ˜„์—… ์ „๋ฌธ๊ฐ€๊ฐ€ ๊ฐ„๊ฒฐํ•˜๊ณ  ์ •์ œ๋œ ๊ฐœ์š”์™€ LinkedIn์— ํ‘œ์‹œ ๊ฐ€๋Šฅํ•œ ์ˆ˜๋ฃŒ์ฆ์„ ์–ป๊ณ ์ž ํ•  ๋•Œ ์ ํ•ฉํ•œ ๋‹จ์ผ ๊ฐ•์‚ฌ ๋น„๋””์˜ค ๊ฐ•์˜์ž…๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰
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  • ์†Œ์š” ์‹œ๊ฐ„: ์•ฝ 3์‹œ๊ฐ„
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  • ๋น„์šฉ: LinkedIn Learning ๊ตฌ๋…(์›” ์•ฝ $40); ๋ฌด๋ฃŒ ์ฒดํ—˜ ์ œ๊ณต
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  • ์ ํ•ฉ ๋Œ€์ƒ: ์ผ์ƒ์ ์ธ ์ง€์‹ ์—…๋ฌด์— ํ•„์š”ํ•œ ํ˜„๋Œ€์  ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง ๊ฐœ์š”๋ฅผ ๊ฐ„๊ฒฐํ•˜๊ฒŒ ์ตํžˆ๊ณ  ์‹ถ์€ ์ง์žฅ์ธ
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์ด ๊ฐ•์˜๋Š” ํ”„๋กฌํ”„ํŠธ ๊ตฌ์กฐ, ๋งฅ๋ฝ๊ณผ ์ œ์•ฝ, ์—ญํ• ยทํŽ˜๋ฅด์†Œ๋‚˜ ํ”„๋กฌํŒ…, ๋ฐ˜๋ณต์  ๊ฐœ์„ , ์ด๋ฏธ์ง€ยท์ฝ”๋“œยท๊ตฌ์กฐํ™” ๋ฐ์ดํ„ฐ์™€์˜ ์ž‘์—…์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ํ•™์ˆ ์  ์ ‘๊ทผ๋ณด๋‹ค ์‹ค์šฉ์„ฑ์— ์ดˆ์ ์„ ๋งž์ถ”์–ด, ๋ฒค์น˜๋งˆํฌ์—์„œ ๋†’์€ ์ ์ˆ˜๋ฅผ ๋ฐ›๋Š” ํŒจํ„ด๋ณด๋‹ค ์ง€์‹ ๋…ธ๋™์ž๊ฐ€ ์‹ค์ œ๋กœ ์ž์ฃผ ์ž‘์„ฑํ•˜๋Š” ํ”„๋กฌํ”„ํŠธ์— ์ฃผ์•ˆ์ ์„ ๋‘ก๋‹ˆ๋‹ค.

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6. Complete Prompt Engineering Bootcamp โ€” Udemy

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Udemy์˜ The Complete Prompt Engineering Bootcamp๋Š” ๋‹จ์ผ ๊ฐ•์‚ฌ๊ฐ€ ๋‹ค์–‘ํ•œ ํ”„๋กฌํ”„ํŠธ ํŒจํ„ด๊ณผ ํ™œ์šฉ ์‚ฌ๋ก€๋ฅผ ํ”„๋กœ์ ํŠธ ์ค‘์‹ฌ์œผ๋กœ ์•ˆ๋‚ดํ•˜๋Š” ๊ฐ•๋ ฅํ•œ ์˜ต์…˜์ž…๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰~์ค‘๊ธ‰
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  • ์†Œ์š” ์‹œ๊ฐ„: ์•ฝ 25์‹œ๊ฐ„ ๋ถ„๋Ÿ‰์˜ ๋น„๋””์˜ค + ํ”„๋กœ์ ํŠธ ์ž‘์—…
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  • ๋น„์šฉ: Udemy ํ• ์ธ ์‹œ $15โ€“$85
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  • ์ ํ•ฉ ๋Œ€์ƒ: ์—ฌ๋Ÿฌ ๋ชจ๋ธ ์ œ๊ณต์‚ฌ ์ „๋ฐ˜์˜ ํ”„๋กฌํŒ…์„ ๋‹ค๋ฃจ๋Š” ์žฅ๋ฌธํ˜•, ํ‰์ƒ ์ˆ˜๊ฐ• ๋น„๋””์˜ค ๊ฐ•์˜๋ฅผ ์›ํ•˜๋Š” ์ž์œจ ํ•™์Šต์ž
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๊ฐ•์˜๋Š” ๊ธฐ๋ณธ ํ”„๋กฌํ”„ํŠธ ํŒจํ„ด, ์ฝ˜ํ…์ธ  ์ƒ์„ฑยท์ฝ”๋“œ ์ƒ์„ฑยท๋ฐ์ดํ„ฐ ๋ถ„์„ยท์ด๋ฏธ์ง€ ์ƒ์„ฑ์šฉ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง, OpenAIยทAnthropicยทGoogle API ํ™œ์šฉ์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ์ƒˆ๋กœ์šด ๋ชจ๋ธ ๊ธฐ๋Šฅ์ด ์ถœ์‹œ๋  ๋•Œ๋งˆ๋‹ค ์ˆœ์ฐจ์ ์œผ๋กœ ์—…๋ฐ์ดํŠธ๋ฉ๋‹ˆ๋‹ค. Udemy์˜ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง ์นดํƒˆ๋กœ๊ทธ ์ „๋ฐ˜์˜ ํ’ˆ์งˆ์€ ์ฒœ์ฐจ๋งŒ๋ณ„์ด๋ฏ€๋กœโ€”๊ตฌ๋งค ์ „ ํ›„๊ธฐ๋ฅผ ์ฝ๊ณ  ๊ณต๊ฐœ ์ผ์ž๋ฅผ ํ™•์ธํ•˜์„ธ์š”.

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7. ChatGPT Prompt Engineering for Developers โ€” DeepLearning.AI

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DeepLearning.AI์˜ ChatGPT Prompt Engineering for Developers๋Š” ์ž˜ ์•Œ๋ ค์ง„ ๊ฐ•๋ ฅํ•œ ๋ฌด๋ฃŒ ์˜ต์…˜์ž…๋‹ˆ๋‹ค.

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  • ์ˆ˜์ค€: ์ดˆ๊ธ‰(๊ธฐ์ดˆ ํŒŒ์ด์ฌ์ด ๋„์›€์ด ๋จ)
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  • ์†Œ์š” ์‹œ๊ฐ„: ์•ฝ 1.5์‹œ๊ฐ„
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  • ๋น„์šฉ: ๋ฌด๋ฃŒ
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  • ์ ํ•ฉ ๋Œ€์ƒ: ์ฑ„ํŒ… ์ธํ„ฐํŽ˜์ด์Šค๊ฐ€ ์•„๋‹Œ API๋ฅผ ํ†ตํ•ด LLM์„ ๋น ๋ฅด๊ฒŒ, ์‹ค์Šต ์œ„์ฃผ๋กœ ์ตํžˆ๊ณ  ์‹ถ์€ ๊ฐœ๋ฐœ์ž
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Isa Fulford(OpenAI)์™€ Andrew Ng๊ฐ€ ๊ณต๋™ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ๊ฐ•์˜๋Š” ๋‘ ๊ฐ€์ง€ ํ•ต์‹ฌ ์›์น™(๋ช…ํ™•ํ•œ ์ง€์‹œ ์ž‘์„ฑ, ๋ชจ๋ธ์ด ์ƒ๊ฐํ•  ์‹œ๊ฐ„์„ ์ฃผ๊ธฐ)์„ ๋‹ค๋ฃจ๊ณ , ์š”์•ฝยท์ถ”๋ก ยท๋ณ€ํ™˜ยทํ™•์žฅยท์†Œ๊ทœ๋ชจ ์ฑ—๋ด‡ ๊ตฌ์ถ•๊นŒ์ง€ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ๊ฐ ๊ฐ•์˜๋Š” OpenAI API๋ฅผ ๋Œ€์ƒ์œผ๋กœ ์ž„๋ฒ ๋””๋“œ Jupyter ๋…ธํŠธ๋ถ์—์„œ ์‹คํ–‰๋ฉ๋‹ˆ๋‹ค.

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์ตœ๊ณ ์˜ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง ๊ฐ•์˜ ๋น„๊ต ํ‘œ

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์ˆœ์œ„๊ฐ•์˜ํ•™์Šต ํ˜•์‹์ปค๋ฆฌํ˜๋Ÿผ ๊นŠ์ด๊ทœ๋ชจ / ์„ฑ๊ณผ ์‹ ํ˜ธ
1Understanding Prompt Engineering โ€” DataCampAI ๋„ค์ดํ‹ฐ๋ธŒ, ์ƒํ˜ธ์ž‘์šฉํ˜•ํ”„๋กฌํ”„ํŠธ ๊ตฌ์กฐ, ํŒจํ„ด, ๋ฐ˜๋ณต์  ๊ฐœ์„ DataCamp์˜ AI ํŠธ๋ž™ ๊ธฐ์ดˆ ๊ฐ•์˜; ์ฒซ ์žฅ ๋ฌด๋ฃŒ
2Apply Prompt Engineering with Azure OpenAI โ€” Microsoft Learn์ž์œจ ํ•™์Šต ๋ชจ๋“ˆ + ์ƒŒ๋“œ๋ฐ•์ŠคAzure OpenAI Studio์—์„œ ์ ์šฉํ•˜๋Š” ํ”„๋กฌํ”„ํŠธ ๊ธฐ๋ณธ๊ธฐ๋ฌด๋ฃŒ; Microsoft AI Engineer ์ž๊ฒฉ๊ณผ ์ •๋ ฌ
3Prompt Engineering Interactive Tutorial โ€” AnthropicClaude API ๋Œ€์ƒ ๋…ธํŠธ๋ถ์ดˆ๊ธ‰๋ถ€ํ„ฐ ๊ณ ๊ธ‰๊นŒ์ง€; ๋ณต์žกํ•œ ํ”„๋กฌํ”„ํŠธ, ์ฒด์ด๋‹, ๋„๊ตฌ ์‚ฌ์šฉ๋ฌด๋ฃŒ; Anthropic์˜ ์ผ์ฐจ ์ œ๊ณต ๊ฐ€์ด๋“œ
4Prompt Engineering Specialization โ€” Vanderbilt (Coursera)๊ฐ•์˜ + ์‹ค์Šตํ”„๋กฌํ”„ํŠธ ํŒจํ„ด, ์‚ฌ๊ณ ์˜ ์‚ฌ์Šฌ, ์ƒ์‚ฐ์„ฑ๊ณผ ๊ฐœ๋ฐœ ์ ์šฉ๋Œ€ํ•™ ์ž๊ฒฉ; ๋„๋ฆฌ ์ฑ„ํƒ๋œ ํŒจํ„ด ์–ดํœ˜
5Prompt Engineering with Generative AI โ€” LinkedIn Learning๋‹จ์ผ ๊ฐ•์‚ฌ ๋น„๋””์˜คํ”„๋กฌํ”„ํŠธ ๊ตฌ์กฐ, ๊ฐœ์„ , ์ด๋ฏธ์ง€์™€ ์ฝ”๋“œ ์ž‘์—…LinkedIn ๋ฐœ๊ธ‰ ์ˆ˜๋ฃŒ์ฆ; ์‹ค์šฉ์  ์ง€์‹ ๋…ธ๋™์ž ์ค‘์‹ฌ
6Complete Prompt Engineering Bootcamp โ€” Udemy๋‹จ์ผ ๊ฐ•์‚ฌ ๋น„๋””์˜ค + ํ”„๋กœ์ ํŠธ๋‹ค์ˆ˜ ๋ชจ๋ธ ์ œ๊ณต์‚ฌ ์ „๋ฐ˜์˜ ํŒจํ„ด๊ณผ ํ™œ์šฉ์žฅ๋ฌธํ˜•, ํ‰์ƒ ์ˆ˜๊ฐ• ๋น„๋””์˜ค ๊ฐ•์˜
7ChatGPT Prompt Engineering for Developers โ€” DeepLearning.AI๋น„๋””์˜ค + Jupyter ๋…ธํŠธ๋ถ๋‘ ๊ฐ€์ง€ ํ•ต์‹ฌ ์›์น™, ์š”์•ฝ, ์ถ”๋ก , ์ฑ—๋ด‡ ๊ตฌ์ถ•๋ฌด๋ฃŒ; OpenAI์˜ Isa Fulford์™€ Andrew Ng ๊ณต๋™ ์ง„ํ–‰
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