Overview about actual AI and ML Services on Google Cloud (September 2023)
| Service | Description | |
|---|---|---|
| Vertex AI | A unified platform for building, training, deploying, and managing machine learning models. | |
| Vertex AI Notebooks | A managed service for running Jupyter notebooks, providing a single interface for your data, analytics, and machine learning workflow. | |
| Vertex Explainable AI | Tools and frameworks to help you understand and interpret your machine learning models. | |
| AI Platform Prediction | A managed service for deploying and managing machine learning models, making it easy to serve predictions to your applications and users. | |
| AI Platform Training | A managed service for training machine learning models, providing a variety of training options and resources. | |
| AI Platform Data Labeling | A managed service for labeling data to train machine learning models, providing a variety of labeling tools and options. | |
| AI Platform Custom Training | A managed service for training custom machine learning models, providing a variety of training options and resources. | |
| AI Platform Custom Prediction | A managed service for deploying and managing custom machine learning models, making it easy to serve predictions to your applications and users. | |
| AI Platform Prediction Service | A deprecated service that has been replaced by Vertex AI Prediction. | |
| AI Platform Training Service | A deprecated service that has been replaced by Vertex AI Training. | |
| AI Platform Data Labeling Service | A deprecated service that has been replaced by Vertex AI Data Labeling. | |
| AI Platform Custom Training Service | A deprecated service that has been replaced by Vertex AI Custom Training. | |
| AI Platform Custom Prediction Service | A deprecated service that has been replaced by Vertex AI Custom Prediction. |
Additional services:
| Service | Description | |
|---|---|---|
| AutoML Vision | A machine learning service that trains custom image classification models quickly and easily. | |
| AutoML Natural Language | A machine learning service that trains custom text classification, translation, and entity extraction models quickly and easily. | |
| AutoML Tables | A machine learning service that trains custom machine learning models for structured data prediction tasks, such as classification, regression, and forecasting. | |
| Cloud Machine Learning Engine | A deprecated service that has been replaced by Vertex AI Training. | |
| Cloud AutoML | A deprecated service that has been replaced by Vertex AI AutoML Vision, Vertex AI AutoML Natural Language, and Vertex AI AutoML Tables. | |
| Cloud Natural Language API | A natural language processing API that provides text analysis, translation, and speech-to-text and text-to-speech services. | |
| Cloud Speech-to-Text | A speech recognition API that converts audio to text. | |
| Cloud Text-to-Speech | A text-to-speech API that converts text to audio. | |
| Cloud Vision API | A computer vision API that provides image analysis and object detection services. | |
| Cloud Video Intelligence API | A video intelligence API that provides video analysis and object detection services. | |
| Cloud Dialogflow | A natural language conversational AI service that allows you to build chatbots and virtual assistants. | |
| Cloud Translation API | A machine translation API that translates text from one language to another. | |
| Cloud Healthcare API | A healthcare API that provides natural language processing and machine learning services for healthcare data. |
Remark: This list list shows only services which are general available (GA). Services in preview are not listet here.