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Working with Notebooks in Vertex AI

Offered By: Google via Google Cloud Skills Boost

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Google Cloud Platform (GCP) Courses Machine Learning Courses BigQuery Courses Jupyter Notebooks Courses Data Preparation Courses Exploratory Data Analysis Courses Model Deployment Courses

Course Description

Overview

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This course is an introduction to Vertex AI Notebooks, which are Jupyter notebook-based environments that provide a unified platform for the entire machine learning workflow, from data preparation to model deployment and monitoring. The course covers the following topics: (1) The different types of Vertex AI Notebooks and their features and (2) How to create and manage Vertex AI Notebooks.

Syllabus

  • Introduction
    • Working with Notebooks in Vertex AI
    • Vertex AI Notebook Solutions
    • Vertex AI Colab Enterprise notebooks
    • Vertex AI Workbench instances notebooks
    • Summary
    • Working with Notebooks in Vertex AI: Quiz
    • Exploratory Data Analysis using Bigquery and Colab Enterprise
    • Exploratory Data Analysis using Bigquery and Workbench Instances
  • Your Next Steps
    • Course Badge

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