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Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

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Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

Instructor: Google Cloud Training

Included with

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1 module

Gain insight into a topic and learn the fundamentals.

Advanced level

Designed for those already in the industry

2 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Advanced level

Designed for those already in the industry

2 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Membuat embedding menggunakan model embedding dengan BigQuery.
Melakukan penelusuran vektor di BigQuery dan memahami prosesnya.
Membuat pipeline RAG (Retrieval-Augmented Generation) dengan BigQuery.

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

1 assignment

Taught in Indonesian

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

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There is 1 module in this course

Kursus ini mengeksplorasi solusi Retrieval-Augmented Generation (RAG) di BigQuery untuk memitigasi halusinasi AI. Kursus ini akan memperkenalkan alur kerja RAG yang mencakup pembuatan embedding, penelusuran ruang vektor, dan pembuatan jawaban yang lebih baik. Kursus ini akan menjelaskan alasan konseptual di balik langkah-langkah ini dan implementasi praktisnya dengan BigQuery. Di akhir kursus, peserta akan dapat membangun pipeline RAG menggunakan BigQuery dan model AI generatif seperti Gemini dan model embedding untuk menangani kasus penggunaan halusinasi AI mereka sendiri.

What's included

6 videos1 reading1 assignment1 app item

6 videos Total 30 minutes

Mengapa RAG 4 minutes
Embedding 8 minutes
Penelusuran vektor 7 minutes
Cara kerja RAG 4 minutes
Ringkasan 3 minutes
Coursera: Memulai dengan Google Cloud dan Qwiklabs 5 minutes

1 reading Total 10 minutes

Bacaan 10 minutes

1 assignment Total 10 minutes

Kuis Kursus 10 minutes

1 app item Total 60 minutes

Lab: Membuat Aplikasi RAG dengan BigQuery 60 minutes

Instructor

Google Cloud Training

Google Cloud

2,068 Courses 3,941,129 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.

Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

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 is 1 module in this course