Google Cloud

AI 인프라: μŠ€ν† λ¦¬μ§€ μ˜΅μ…˜

Google Cloud

AI 인프라: μŠ€ν† λ¦¬μ§€ μ˜΅μ…˜

Google Cloud Training

Instructor: Google Cloud Training

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Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
4 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
4 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • AI 데이터 νŒŒμ΄ν”„λΌμΈμ˜ 각 단계에 μ ν•©ν•œ μŠ€ν† λ¦¬μ§€ μ˜΅μ…˜κ³Ό μŠ€ν† λ¦¬μ§€ ꢌμž₯사항을 κ²°μ •ν•©λ‹ˆλ‹€.

  • AI 데이터 νŒŒμ΄ν”„λΌμΈμ˜ 각 단계에 λ§žλŠ” μ μ ˆν•œ μŠ€ν† λ¦¬μ§€ μ†”λ£¨μ…˜μ„ κ²°μ •ν•©λ‹ˆλ‹€.

  • μŠ€ν† λ¦¬μ§€ μ˜΅μ…˜κ³Ό 데이터 μ€€λΉ„, λͺ¨λΈ ν•™μŠ΅, λͺ¨λΈ μ„œλΉ™, 데이터 λ³΄κ΄€μ²˜λ¦¬ 기법을 νŒŒμ•…ν•©λ‹ˆλ‹€.

  • λͺ¨λΈ ν•™μŠ΅ 및 μ„œλΉ™μ— μ‚¬μš©λ˜λŠ” μŠ€ν† λ¦¬μ§€ μ•„ν‚€ν…μ²˜ μ˜ˆμ‹œλ₯Ό μ‚΄νŽ΄λ΄…λ‹ˆλ‹€.

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Assessments

3 assignments

Taught in Korean

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There are 5 modules in this course

이 λͺ¨λ“ˆμ—μ„œλŠ” κ³Όμ •μ˜ κ°œμš”λ₯Ό μ œκ³΅ν•˜κ³  ν•™μŠ΅ λͺ©ν‘œλ₯Ό κ°„λž΅νžˆ μ„€λͺ…ν•©λ‹ˆλ‹€.

What's included

1 plugin

이 λͺ¨λ“ˆμ—μ„œλŠ” AI 데이터 νŒŒμ΄ν”„λΌμΈμ—μ„œ μŠ€ν† λ¦¬μ§€ 인프라가 λ‹΄λ‹Ήν•˜λŠ” 역할을 μžμ„Ένžˆ μ„€λͺ…ν•©λ‹ˆλ‹€. μ„±λŠ₯ μš”κ΅¬μ‚¬ν•­, μ£Όμš” Google Cloud μ†”λ£¨μ…˜μ€ λ¬Όλ‘  μš©λŸ‰, μ²˜λ¦¬λŸ‰, 지연 μ‹œκ°„μ— 따라 μ„œλΉ„μŠ€λ₯Ό μ„ νƒν•˜λŠ” κ²°μ • 기쀀에 λŒ€ν•΄μ„œλ„ λ‹€λ£Ήλ‹ˆλ‹€.

What's included

1 assignment2 plugins

이 λͺ¨λ“ˆμ—μ„œλŠ” AI μ›Œν¬ν”Œλ‘œμ—μ„œ 데이터λ₯Ό μ€€λΉ„ν•˜κ³  λͺ¨λΈμ„ ν•™μŠ΅μ‹œν‚€λŠ” 핡심 단계λ₯Ό μžμ„Ένžˆ μ„€λͺ…ν•©λ‹ˆλ‹€. Cloud Storage, Anywhere Cache, Dataflux Dataset 도ꡬλ₯Ό μ‚¬μš©ν•˜μ—¬ 데이터 λ‘œλ“œλ₯Ό μ΅œμ ν™”ν•˜λŠ” 방법을 닀루고 Cloud Storage FUSE 및 Managed Lustre와 같은 κ³ μ„±λŠ₯ 파일 μ‹œμŠ€ν…œμ„ λΉ„κ΅ν•©λ‹ˆλ‹€. 내결함성을 보μž₯ν•˜κ³  GPU 유휴 μ‹œκ°„μ„ μ΅œμ†Œν™”ν•˜λŠ” 효율적인 체크포인트 μ „λž΅μ„ μœ„ν•œ κ²°μ • 기쀀도 κ°„λž΅νžˆ μ„€λͺ…ν•©λ‹ˆλ‹€.

What's included

1 assignment5 plugins

이 λͺ¨λ“ˆμ—μ„œλŠ” AI λͺ¨λΈ μ„œλΉ™ 및 데이터 λ³΄κ΄€μ²˜λ¦¬ μ „λž΅μ— λŒ€ν•΄ μžμ„Ένžˆ μ„€λͺ…ν•©λ‹ˆλ‹€. ν™•μž₯μ„±κ³Ό 지연 μ‹œκ°„μ„ κΈ°μ€€μœΌλ‘œ Managed Lustre, Cloud Storage λ˜λŠ” Hyperdisk MLκ³Ό 같은 μŠ€ν† λ¦¬μ§€λ₯Ό μ„ νƒν•˜λŠ” 방법과 λΉ„μš© 및 λ‘œλ“œ μ‹œκ°„μ„ μ΅œμ†Œν™”ν•˜κΈ° μœ„ν•œ GKE 이미지 슀트리밍 및 Cloud Storage FUSE λ“±μ˜ μ΅œμ ν™” 기법에 λŒ€ν•΄μ„œλ„ λ‹€λ£Ήλ‹ˆλ‹€.

What's included

1 assignment6 plugins

λͺ¨λ“  λͺ¨λ“ˆμ— λŒ€ν•œ ν•™μŠ΅μžμš© PDF 링크

What's included

1 reading

Instructor

Google Cloud Training
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