GCP AI and Machine Learning on GCP — Dataplexa

Phase 3 — Data & AI — Course 9 of 14

AI and Machine Learning

Vertex AI, AutoML, pre-trained AI APIs, Gemini, and ML pipelines — how ShopStream builds product recommendations and search on GCP.

Start Lesson 1 → ← Back to Google Cloud

Emily Carter — DevOps Engineer · ShopStream

Your Guide

Emily Carter

DevOps Engineer

ShopStream

Migrating ShopStream's e-commerce platform to GCP — real problems, real Google Cloud.

Course Lessons

Follow each lesson in order — each one builds on the last.

Phase 3 — Data & AI

GCP AI and Machine Learning on GCP

11Lessons

~4.5hDuration

1Project

Free TierAccess

Your Guide

Emily Carter

DevOps Engineer

ShopStream

What you'll learn

Vertex AI setup and workbench
AutoML for custom models
Pre-trained AI APIs — Vision, NLP, Speech
Gemini API on Google Cloud
ML Pipelines and responsible AI

Lesson 01

AI and ML on GCP Overview

Vertex AI Workbench and Notebooks

Console

Lesson 05

Training Custom ML Models on Vertex AI

Console

Lesson 06

Vertex AI Model Registry and Deployment

Console

Lesson 07

Pre-Trained AI APIs — Vision, NLP, Speech

Console

Lesson 08

Gemini API on Google Cloud

Console

Lesson 09

ML Pipelines with Vertex AI Pipelines

Console

Lesson 10

Responsible AI on GCP

Theory

Lesson 11

Hands-On: ShopStream Product Recommender

Hands-on