Introduction to Vertex AI Platform
Vertex AI is a comprehensive AI development platform that offers a unified solution for building and utilizing generative AI. With access to Vertex AI Studio, Agent Builder, and over 160 foundation models, developers can accelerate their AI projects and innovation.
Innovative Features of Vertex AI
Vertex AI allows users to quickly build generative AI applications using Google's advanced Gemini models. These models can understand diverse inputs and generate a wide range of outputs. With options to train, test, and tune ML models on a single platform, Vertex AI simplifies the development process.
How Vertex AI Works
Vertex AI provides multiple options for model training and deployment, including access to large generative AI models like Gemini 2.0 Flash. Users can also leverage Model Garden to customize and deploy models. Custom training offers complete control over the training process, from ML framework selection to hyperparameter tuning.
Common Uses of Vertex AI
Developers can utilize Vertex AI to build innovative applications with generative AI capabilities. From summarizing and classifying data to training custom ML models, Vertex AI empowers users to enhance their AI projects. The platform streamlines tasks like extraction, summarization, and classification, making AI development more efficient.
Building with Gemini on Vertex AI
Gemini models in Vertex AI provide unmatched generative AI capabilities. Developers can access these models via the Gemini API and leverage code samples in Python, JavaScript, Java, Go, and Curl. With the ability to design and save prompts, tune foundation models, and convert between speech and text, Vertex AI makes it easy to integrate generative AI into applications.
Training Custom ML Models
Vertex AI offers resources for training custom ML models, catering to users of all expertise levels. From beginner's guides to advanced documentation, developers can learn to build and deploy machine learning solutions on the platform. With customizable training workflows and support for various data preparation and prediction tasks, Vertex AI simplifies the ML training process.
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