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If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

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Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

Instructor: Google Cloud Training

Included with

Learn more

4 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

2 hours to complete

Flexible schedule

Learn at your own pace

4 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

2 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Memahami aspek mendetail evaluasi model dalam AI prediktif dan generatif, serta memahami peran pentingnya dalam siklus proses MLOps.
Mengidentifikasi dan menerapkan metrik evaluasi yang sesuai untuk berbagai tugas AI generatif.
Mengevaluasi AI generatif secara efisien dengan layanan evaluasi Vertex AI yang beragam, termasuk metode berbasis komputasi dan berbasis model.
Menerapkan praktik terbaik untuk evaluasi LLM, guna memastikan penerapan model yang kuat dan andal di lingkungan produksi.

Skills you'll gain

Tools you'll learn

Generative AI

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

2 assignments

Taught in Indonesian

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

Learn more about Coursera for Business

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There are 4 modules in this course

"Kursus ini membekali para praktisi machine learning dengan alat, teknik, dan praktik terbaik penting untuk mengevaluasi model AI generatif dan prediktif. Evaluasi model adalah disiplin ilmu yang sangat penting untuk memastikan sistem ML memberikan hasil yang andal, akurat, dan berperforma tinggi dalam produksi.

Peserta akan mendapatkan pemahaman yang mendalam mengenai berbagai metrik evaluasi, metodologi, dan penerapannya yang sesuai di berbagai jenis model dan tugas. Kursus ini akan berfokus pada tantangan unik yang dibuat oleh model AI generatif dan memberikan strategi untuk mengatasinya secara efektif. Dengan memanfaatkan platform Vertex AI di Google Cloud, para peserta akan belajar cara mengimplementasikan proses evaluasi yang kuat untuk melakukan pemilihan, pengoptimalan, dan pemantauan berkelanjutan pada model."

Modul ini mencakup tujuan kursus dan memberikan ringkasan tentang struktur kursus.

What's included

1 video

Modul ini memperkenalkan tantangan evaluasi model dan penawaran solusi oleh Vertex AI.

What's included

3 videos1 reading1 assignment

Modul ini menjelaskan tantangan dalam mengevaluasi tugas dan praktik terbaik AI Generatif untuk mengatasi tantangan tersebut. Modul ini juga membahas berbagai jenis layanan evaluasi model yang tersedia di Vertex AI, kemudian memperkenalkan Metrik Otomatis Vertex AI, Automatic Side by Side, dan layanan evaluasi Bias Keamanan.

What's included

7 videos1 reading1 assignment

7 videosTotal 43 minutes

Tantangan dalam mengevaluasi tugas AI generatif - Pengantar4 minutes
Seni dan Sains dalam Mengevaluasi Model Bahasa Besar5 minutes
Melampaui Akurasi: Menguasai Metrik Evaluasi untuk AI Generatif9 minutes
Praktik Terbaik untuk Evaluasi LLM5 minutes
Memecahkan Tantangan Evaluasi9 minutes
Merampingkan Evaluasi Model dengan Metrik Berbasis Komputasi3 minutes
Membandingkan performa dengan evaluasi berbasis Model8 minutes

1 readingTotal 10 minutes

Daftar Bacaan10 minutes

1 assignmentTotal 14 minutes

MLOps: Kuis Evaluasi Model untuk AI Generatif14 minutes

Modul ini memberikan ringkasan keseluruhan kursus dengan mencakup konsep, alat, teknologi, dan produk yang paling penting.

What's included

1 video

Instructor

Google Cloud Training

Google Cloud

2,200 Courses4,285,599 learners

Offered by

Google Cloud

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Machine Learning Operations with Vertex AI: Model Evaluation
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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.

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

What you'll learn

Skills you'll gain

Tools you'll learn

Details to know

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

There are 4 modules in this course

Selamat datang di Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

What's included

1 videoTotal 1 minute

Pengantar Evaluasi Model

What's included

3 videosTotal 19 minutes

1 readingTotal 5 minutes

1 assignmentTotal 8 minutes

Evaluasi Model untuk AI Generatif

What's included

7 videosTotal 43 minutes

1 readingTotal 10 minutes

1 assignmentTotal 14 minutes

Ringkasan Kursus

What's included

1 videoTotal 2 minutes

Instructor

Offered by

Explore more from Software Development

Machine Learning Operations with Vertex AI: Model Evaluation

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Unlock access to 10,000+ courses with a subscription

Advance your career with an online degree

Join over 4,700 global companies that choose Coursera for Business

Frequently asked questions

More questions

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

What you'll learn

Skills you'll gain

Tools you'll learn

Details to know

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

There are 4 modules in this course

Selamat datang di Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

What's included

Pengantar Evaluasi Model

What's included

Evaluasi Model untuk AI Generatif

What's included

Ringkasan Kursus

What's included

Instructor

Offered by

Explore more from Software Development

Machine Learning Operations with Vertex AI: Model Evaluation

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Unlock access to 10,000+ courses with a subscription

Advance your career with an online degree

Join over 4,700 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