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Vertex AI

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May 1, 2024 Updated May 11, 2025 18 minute read
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Vertex AI is a unified machine learning platform developed by Google Cloud, designed to help developers and data scientists build, deploy, and manage machine learning models and AI applications with greater ease and efficiency. It brings together Google's existing AI and ML services, along with new tools, into a single environment, streamlining the entire MLOps (Machine Learning Operations) lifecycle. This platform allows teams to collaborate using a common toolset and scale their applications by leveraging the power of Google Cloud.

Path to Vertex AI

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We've curated 24 courses to help you on your path to Vertex AI. Use these to develop your skills, build background knowledge, and put what you learn to practice.
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Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Vertex AI.
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Building Machine Learning Systems with Python
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Provides a comprehensive overview of machine learning on Google Cloud Platform, including Vertex AI. It covers the fundamentals of machine learning, as well as how to build, train, and deploy models using Vertex AI.
Building Machine Learning Systems with Python
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Building Machine Learning Systems with Python
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ChatGPT Profits
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Provides a collection of recipes for using Vertex AI. It covers a wide range of topics, from data preprocessing to model deployment. This book is especially valuable for beginners who want to get started with Vertex AI.
ChatGPT Profits: The Blueprint to Becoming a...
Paperback
$$
ChatGPT Profits: The Blueprint to Becoming a...
Kindle Edition
$
Relevant careers
Data Scientist
Machine Learning Engineer
Data Analyst
Business Analyst
Statistician
Software Engineer
Data Engineer
Quantitative Analyst
Consultant
Researcher
Related topics
Machine Learning
Big Data
Data Science
Artificial Intelligence
Cloud Computing
Natural Language Processing
TensorFlow
Data Analytics
Computer Vision
Data Engineering
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Related courses
MLOps with Vertex AI: Manage Features - Português Brasileiro from Google Cloud Introduction to Generative AI Studio - Bahasa Indonesia from Google Cloud Introduction to Generative AI Studio - 简体中文 from Google Cloud Creating Generative Art Dynamic NFTs with Google Cloud Vertex AI and Chainlink Functions from Google Cloud MLOps with Vertex AI: Manage Features - Español from Google Cloud How Google does Machine Learning from Google Cloud Google Cloud: AI Fundamentals from Karen Hebel, Huimin Yang Google Cloud Big Data and ML Fundamentals - Italiano from Google Cloud Training Introduction to Generative AI Studio - 日本語版 from Google Cloud Machine Learning Operations (MLOps) with Vertex AI: Manage Features from Google Cloud Introduction to Vertex AI from LCI Education How Google does Machine Learning em Português Brasileiro from Google Cloud Generative AI with Vertex AI: Getting Started from Google Cloud Vertex AI でノートブックを使用する from Google Cloud Training Machine Learning in the Enterprise - Italiano from Google Cloud Training Vertex AI と Flutter による 生成 AI エージェントの構築 from Google Cloud Training Crea agentes basados en IA generativa con Vertex AI y Flutter from Google Cloud Training MLOps with Vertex AI: Model Evaluation - Português from Google Cloud Training Getting started with the Vertex AI Gemini 1.5 Pro Model from Google Cloud Training MLOps with Vertex AI: Model Evaluation - 简体中文 from Google Cloud Training MLOps with Vertex AI: Model Evaluation - Español from Google Cloud Training MLOps with Vertex AI: Model Evaluation - 日本語版 from Google Cloud Training Discover and Catalog Vertex AI Assets with Dataplex from Google Cloud Training Identify Horses or Humans with TensorFlow and Vertex AI from Google Cloud
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