"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.
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 
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
1 hour to complete
Flexible schedule
Learn at your own pace
Earn a Certificate
With paid plans
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
Details to know
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Recently updated!
May 2025
Assessments
2 assignments
Taught in Indonesian
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There are 4 modules in this course
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
Modul ini memberikan ringkasan keseluruhan kursus dengan mencakup konsep, alat, teknologi, dan produk yang paling penting.
What's included
1 video
Instructor
Offered by
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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.
More questions
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