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Our new unified machine learning platform will help you build, deploy and scale more effective AI models. Accelerating data preparation Scaling data Training and experimentation Model deployment The single development environment for the entire data science workflow. Rapid prototyping and model development Developing and deploying AI solutions on Vertex AI with minimal transition. Train high-quality custom machine learning models with minimal effort and machine learning expertise. Building custom machine learning models in minutes Training models specific to your business needs Derive insights from unstructured text using Google machine
learning. Applying natural language understanding to apps with the Natural Language API Training your open ML models to classify, extract, and detect sentiment Create conversational experiences across devices and platforms. Creating natural interaction for complex multi-turn conversations Building and deploying advanced agents quickly Building enterprise-grade scalability Add real-time audio translation to your content and applications. Delivering real-time speech translation directly from your audio data Scaling quickly with straightforward internationalization Accurately convert speech into text using an API powered by Google's AI technologies. Creating automatic speech recognition Transcribing in real time Empowering Google Contact Center AI Convert text into natural-sounding speech using an API powered by Google's AI
technologies. Improving customer interactions Engaging users with voice user interface in devices and applications Personalizing communication Large-scale time series forecasting and anomaly detection in
real time. Gathering insights in real time from time series datasets Detecting anomalies while they are happening Handling large scale datasets and running thousands of queries per second Make your content and apps multilingual with fast, dynamic machine translation. Delivering seamless user experience with real-time translation Engaging your audience with compelling localization of your content Reaching global markets through internationalization of your products Enable powerful content discovery and engaging video experiences. Extracting rich metadata at the video, shot, or frame level Creating your own custom entity labels with AutoML Video Intelligence Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Using ML to understand images with industry-leading prediction accuracy Training ML models to classify images by custom labels using AutoML Vision Preconfigured and optimized containers for deep learning environments. Prototyping your AI applications in a portable and consistent environment Preconfigured VMs for deep learning applications. Accelerating your model training and deployment High-performance GPUs on Google Cloud for machine learning, scientific computing, and 3D visualization. Speeding up compute jobs like machine learning and HPC Accelerating specific workloads on your VMs Reliability and performance for AI applications with enterprise-grade support and managed services. Boosting enterprise development with long-term support on specific distributions Scaling resources across CPUs, GPUs, andCloud
TPUs Developing and deploying TensorFlow across managed services Train and run machine learning models faster than ever before. Running cutting-edge machine learning models with AI services on Google Cloud Iterating quickly and frequently on machine learning solutions Building your own ML-powered solutions for real-world use cases. AI for Developers
Products and services
Use Case Products Good for AI for Data Scientists
Vertex AI Vertex AI Workbench AI for Developers
AutoML Cloud Natural Language Dialogflow Media Translation (Beta) Speech-to-Text Text-to-Speech Timeseries Insights API (Preview) Translation AI Video AI Vision AI AI Infrastructure
Deep Learning Containers Deep Learning VM Image GPUs TensorFlow Enterprise TPUs
Vertex AI
Our new unified machine learning platform will help you build, deploy and scale more effective AI models.
-
Accelerating data preparation
-
Scaling data
-
Training and experimentation
-
Model deployment
Vertex AI Workbench
The single development environment for the entire data science workflow.
-
Rapid prototyping and model development
-
Developing and deploying AI solutions on Vertex AI with minimal transition.
AutoML
Train high-quality custom machine learning models with minimal effort and machine learning expertise.
-
Building custom machine learning models in minutes
-
Training models specific to your business needs
Cloud Natural Language
Derive insights from unstructured text using Google machine learning.
-
Applying natural language understanding to apps with the Natural Language API
-
Training your open ML models to classify, extract, and detect sentiment
Dialogflow
Create conversational experiences across devices and platforms.
-
Creating natural interaction for complex multi-turn conversations
-
Building and deploying advanced agents quickly
-
Building enterprise-grade scalability
Media Translation (Beta)
Add real-time audio translation to your content and applications.
-
Delivering real-time speech translation directly from your audio data
-
Scaling quickly with straightforward internationalization
Speech-to-Text
Accurately convert speech into text using an API powered by Google's AI technologies.
-
Creating automatic speech recognition
-
Transcribing in real time
-
Empowering Google Contact Center AI
Text-to-Speech
Convert text into natural-sounding speech using an API powered by Google's AI technologies.
-
Improving customer interactions
-
Engaging users with voice user interface in devices and applications
-
Personalizing communication
Timeseries Insights API (Preview)
Large-scale time series forecasting and anomaly detection in real time.
-
Gathering insights in real time from time series datasets
-
Detecting anomalies while they are happening
-
Handling large scale datasets and running thousands of queries per second
Translation AI
Make your content and apps multilingual with fast, dynamic machine translation.
-
Delivering seamless user experience with real-time translation
-
Engaging your audience with compelling localization of your content
-
Reaching global markets through internationalization of your products
Video AI
Enable powerful content discovery and engaging video experiences.
-
Extracting rich metadata at the video, shot, or frame level
-
Creating your own custom entity labels with AutoML Video Intelligence
Vision AI
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more.
-
Using ML to understand images with industry-leading prediction accuracy
-
Training ML models to classify images by custom labels using AutoML Vision
Deep Learning Containers
Preconfigured and optimized containers for deep learning environments.
-
Prototyping your AI applications in a portable and consistent environment
Deep Learning VM Image
Preconfigured VMs for deep learning applications.
-
Accelerating your model training and deployment
GPUs
High-performance GPUs on Google Cloud for machine learning, scientific computing, and 3D visualization.
-
Speeding up compute jobs like machine learning and HPC
-
Accelerating specific workloads on your VMs
TensorFlow Enterprise
Reliability and performance for AI applications with enterprise-grade support and managed services.
-
Boosting enterprise development with long-term support on specific distributions
-
Scaling resources across CPUs, GPUs, andCloud TPUs
-
Developing and deploying TensorFlow across managed services
TPUs
Train and run machine learning models faster than ever before.
-
Running cutting-edge machine learning models with AI services on Google Cloud
-
Iterating quickly and frequently on machine learning solutions
-
Building your own ML-powered solutions for real-world use cases.
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