Google Cloud
ML Pipelines on Google Cloud - ํ•œ๊ตญ์–ด
Google Cloud

ML Pipelines on Google Cloud - ํ•œ๊ตญ์–ด

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Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace

What you'll learn

  • TFX ํ‘œ์ค€ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์„ฑ์š”์†Œ๋ฅผ ๊ฐœ๊ด„์ ์œผ๋กœ ์ดํ•ดํ•ฉ๋‹ˆ๋‹ค.

  • TFX ๋Œ€ํ™”ํ˜• ์ปจํ…์ŠคํŠธ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ TFX ํŒŒ์ดํ”„๋ผ์ธ์˜ ํ”„๋กœํ† ํƒ€์ž…์„ ๊ฐœ๋ฐœํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ์•„๋ด…๋‹ˆ๋‹ค.

  • KubeFlow ๋ฐ AI Platform Pipelines๋กœ TensorFlow, PyTorch, XGBoost, Scikit Learn ๋ชจ๋ธ์˜ ์ง€์†์  ํ•™์Šต

  • Composer ๋ฐ MLFlow๋กœ ์ง€์†์  ํ•™์Šต ์ˆ˜ํ–‰

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Assessments

7 assignments

Taught in Korean

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There are 9 modules in this course

์ด ๋ชจ๋“ˆ์—์„œ ์ œ๊ณตํ•˜๋Š” ์˜จ๋ผ์ธ ๊ณผ์ •:

What's included

1 video

์ด ๋ชจ๋“ˆ์—์„œ๋Š” TensorFlow Extended(TFX)๋ฅผ ์†Œ๊ฐœํ•˜๊ณ  TFX ๊ฐœ๋…๊ณผ ๊ตฌ์„ฑ์š”์†Œ๋ฅผ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.

What's included

6 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ ๋‹ค๋ฃจ๋Š” ๋‚ด์šฉ:

What's included

3 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ ๋‹ค๋ฃจ๋Š” ๋‚ด์šฉ:

What's included

3 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ๋Š” TFX ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ๋ฅผ ์‚ฌ์šฉํ•œ ์•„ํ‹ฐํŒฉํŠธ ๊ด€๋ฆฌ์— ๋Œ€ํ•ด ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.

What's included

2 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ๋Š” ๋‹ค์–‘ํ•œ SDK, KubeFlow, AI Platform Pipelines๋ฅผ ์‚ฌ์šฉํ•œ ์ง€์†์  ํ•™์Šต์— ๋Œ€ํ•ด ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.

What's included

4 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ๋Š” Cloud Composer๋ฅผ ์ด์šฉํ•œ ์ง€์†์  ํ•™์Šต์— ๋Œ€ํ•ด ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.

What's included

5 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ๋Š” MLflow์™€ ํ•ด๋‹น ๊ตฌ์„ฑ์š”์†Œ๋ฅผ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค.

What's included

9 videos1 assignment

์ด ๋ชจ๋“ˆ์—์„œ๋Š” ๊ณผ์ • ๋‚ด์šฉ์„ ์š”์•ฝํ•ฉ๋‹ˆ๋‹ค.

What's included

1 video

Instructor

Google Cloud Training
Google Cloud
1,801 Courses3,339,228 learners

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