This feature helps provide transparency into machine learning models by explaining predictions, which can be crucial for compliance and interpretability.
AI Platform Prediction
This service lets you deploy your machine learning models for predictions at scale. It is designed to handle real-time and batch predictions, making it suitable for various use cases.
Cloud AI Platform
This is a fully-managed platform that enables you to build, train, and deploy machine learning models. It supports popular machine learning frameworks like TensorFlow and scikit-learn.
AI Building Blocks
These are a set of AI-powered APIs for tasks like language translation (Translation API), speech recognition (Speech-to-Text API), and more. They allow developers to integrate pre-trained AI models into their applications.
AutoML
Google's AutoML suite includes several services such as AutoML Vision, AutoML Natural Language, and AutoML Tables. These services make it easier to build custom machine learning models without extensive expertise in the field.
AI Data Labeling
This is a tool for data annotation and labeling. It helps in preparing training data for machine learning models by outsourcing the labeling process.
Vertex AI
Google's Vertex AI is an integrated AI platform that provides a unified interface for machine learning development, including data preparation, model training, and deployment. It supports both AutoML and custom models.
AI Model Search
It's a service that helps automate the hyperparameter tuning and architecture search for machine learning models, reducing the time and effort required for model optimization.
AI Platform Notebooks
This is a managed Jupyter Notebook service that allows data scientists and developers to collaborate on machine learning projects in a collaborative environment.
Recommendations AI
This service is designed for building personalized product recommendations systems for e-commerce and other applications.
AI Workflows
GCP provides tools to orchestrate AI and ML workflows, making it easier to manage complex machine learning pipelines.
Vision AI
This is a service for image analysis and recognition, capable of detecting objects, reading text, and more.
Video AI
Google Cloud offers video analysis services for tasks like object tracking, sentiment analysis in videos, and more.
Document AI
It is designed for extracting structured data from documents and PDFs, making it useful for automating document processing.
Speech AI
Google Cloud provides speech-to-text and text-to-speech services for transcription and voice interfaces.
Translation AI
This service supports translation between multiple languages and can be integrated into various applications for multilingual support.