Machine Learning with Google Cloud Platform
Cloud AutoML is fully integrated with other Google Cloud services, offering you a consistent methodology to access the entire gamut of Google Cloud service portfolio, which includes storing your training data in Cloud Storage.
Google Cloud AutoML is a suite of high-quality custom machine learning (ML) products which can be seamlessly implemented with minimal effort and expertise.
AutoML makes the innovation of machine learning experience available to you even if from a development perspective you have limited knowledge of machine learning. You can use Google's machine learning capabilities to create your own custom ML models in accordance with your business needs, and then integrate those models into applications and web sites.
How is it better:
Can be implemented with minimal expertise and it relies on Google’s state-of-the-art transfer learning and neural architecture search technology.
Google AutoML provides a simple graphical interface to evaluate, create, train, improve and deploy ML models according to specific business needs.
High-quality data training available with Google’s human labeling service.
AutoML Products:
Cloud AutoML Natural Language: This Language Classification tool enables you to train your own custom machine learning models to:
Classify models according to labels
Identify a custom set of entities within English-language limits.
Analyze attitudes within English-language limits.
Cloud AutoML Tables: This enables your team to automatically build and deploy ML models on structured data at high speed and flexible scaling.
Cloud AutoML Translation: This enables you to create custom translation models to return specific results to your domains.
Cloud AutoML Video Intelligence: This enables your ML models to classify shots and segments in videos according to your own defined labels.
Cloud AutoML Vision: It is Google's first Cloud AutoML release. that enables you to train your own ML models to classify images according to labels, detect and extract multiple objects, and provide positioning information within the image.
AutoML Vision Classification
AutoML Vision Edge
AutoML Vision Object Detection
Cloud AutoML is fully integrated with other Google Cloud services, offering you a consistent methodology to access the entire gamut of Google Cloud service portfolio, which includes storing your training data in Cloud Storage. By leveraging the capabilities of this powerful suite, several businesses are unleashing the immense possibilities with machine learning.
