Machine Learning on Google Cloud (Vertex AI) - Hands on!

Learn how to build & deploy ML/DL models using GCP components AutoML, AI Platform and Vertex AI
4.21 (480 reviews)
Udemy
platform
English
language
Other
category
instructor
Machine Learning on Google Cloud (Vertex AI) - Hands on!
3,847
students
6.5 hours
content
Oct 2023
last update
$64.99
regular price

What you will learn

Understanding of Google Cloud Platform

GCP Compute services

GCP Storage Services

GCP Database services

Identity & Access management (IAM) of GCP

GCP Analytics services

GCP AutoML - Model building & deployment for Tabular data

GCP AutoML - Model building & deployment for Image data

GCP AutoML - Model building & deployment for Text data

GCP AI Platform - Notebooks & model building

GCP AI Platform - model deployment

GCP AI Platform - Custom Predictors

GCP AI Platform - Jobs creation & submissions

GCP AI Platform - Creation and Running of pipelines using Docker Images

GCP Vertex AI - AutoML model training and deployment

GCP Vertex AI - Custom model training & deployment

GCP Vertex AI - Custom model with hyperparameter parameters tuning

GCP Vertex AI - Pipelines for training using AutoML component

GCP Vertex AI - Pipelines for training Custom Models

GCP Vertex AI - Feature Store

Screenshots

Machine Learning on Google Cloud (Vertex AI) - Hands on! - Screenshot_01Machine Learning on Google Cloud (Vertex AI) - Hands on! - Screenshot_02Machine Learning on Google Cloud (Vertex AI) - Hands on! - Screenshot_03Machine Learning on Google Cloud (Vertex AI) - Hands on! - Screenshot_04
4576902
udemy ID
3/2/2022
course created date
11/19/2022
course indexed date
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