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Infrastruktur AI: Jenis Deployment

Infrastruktur AI: Jenis Deployment

Instructor: Google Cloud Training

Included with

Learn more

6 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

6 hours to complete

Flexible schedule

Learn at your own pace

6 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

6 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Menjelaskan proses pembuatan cluster yang dipercepat oleh GPU.
Mengidentifikasi cara menyediakan cluster yang dipercepat oleh GPU di GCE.
Mengidentifikasi cara menyediakan cluster yang dipercepat oleh GPU di GKE.
Mengidentifikasi cara men-deploy workload inferensi AI di GKE.

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See how employees at top companies are mastering in-demand skills

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There are 6 modules in this course

Kursus ini memberikan panduan komprehensif untuk men-deploy, mengelola, dan mengoptimalkan workload AI dan komputasi berperforma tinggi (HPC) di Google Cloud. Melalui serangkaian pelajaran dan demonstrasi praktis, Anda akan menjelajahi berbagai strategi deployment, mulai dari lingkungan yang sangat mudah disesuaikan menggunakan Google Compute Engine (GCE) hingga solusi terkelola seperti Google Kubernetes Engine (GKE). Secara spesifik, Anda akan mempelajari cara membuat cluster dan men-deploy GKE untuk inferensi.

Modul ini memberikan gambaran umum tentang kursus dan menguraikan tujuan pembelajaran.

What's included

1 plugin

Modul ini menjelaskan secara terperinci proses pembuatan cluster AI Hypercomputer. Dokumen ini mencakup keputusan penting yang diperlukan, termasuk memilih jenis mesin, opsi pemakaian, opsi deployment, orchestrator, dan image cluster.

What's included

1 assignment6 plugins

Modul ini mengidentifikasi opsi konfigurasi utama dan teknik pengoptimalan untuk men-deploy cluster AI Hypercomputer di Google Compute Engine (GCE). Dokumen ini membahas pemilihan jenis mesin, OS image akselerator, opsi deployment, dan strategi untuk mengoptimalkan performa jaringan.

What's included

1 assignment4 plugins

Modul ini mengidentifikasi opsi konfigurasi untuk men-deploy cluster AI Hypercomputer di Google Kubernetes Engine (GKE). Modul ini mencakup containerization, mode operasi GKE, konfigurasi jejaring, dan teknik pengoptimalan workload seperti pelatihan terdistribusi dan berbagi GPU.

What's included

1 assignment4 plugins

Modul ini mengkaji teknik pengoptimalan untuk merancang workload inferensi di GKE. Hal ini mencakup alur kerja inferensi GKE, infrastruktur utama, dan pengoptimalan tingkat model.

What's included

1 assignment4 plugins

Link PDF ke semua modul untuk siswa

What's included

1 reading

Instructor

Google Cloud Training

Google Cloud

2,181 Courses4,212,065 learners

Offered by

Google Cloud

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

Infrastruktur AI: Jenis Deployment

Infrastruktur AI: Jenis Deployment

What you'll learn

Details to know

See how employees at top companies are mastering in-demand skills

There are 6 modules in this course

Ringkasan kursus

What's included

1 pluginTotal 15 minutes

Proses pembuatan cluster

What's included

1 assignmentTotal 10 minutes

6 pluginsTotal 90 minutes

Membuat cluster dengan Compute Engine

What's included

1 assignmentTotal 10 minutes

4 pluginsTotal 60 minutes

Membangun dengan Google Kubernetes Engine (GKE)

What's included

1 assignmentTotal 6 minutes

4 pluginsTotal 60 minutes

Men-deploy GKE untuk inferensi

What's included

1 assignmentTotal 10 minutes

4 pluginsTotal 60 minutes

Materi kursus

What's included

1 readingTotal 10 minutes

Instructor

Offered by

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

More questions

Infrastruktur AI: Jenis Deployment

Infrastruktur AI: Jenis Deployment

What you'll learn

Details to know

See how employees at top companies are mastering in-demand skills

There are 6 modules in this course

Ringkasan kursus

What's included

Proses pembuatan cluster

What's included

Membuat cluster dengan Compute Engine

What's included

Membangun dengan Google Kubernetes Engine (GKE)

What's included

Men-deploy GKE untuk inferensi

What's included

Materi kursus

What's included

Instructor

Offered by

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

Can I preview a course before enrolling?

When will I have access to the lectures and assignments?

What will I get when I enroll?

More questions