Summary Cloud Natural Language is a Google machine learning tool that enables businesses to derive valuable insights from unstructured text data. By leveraging advanced natural language understanding technologies, such as sentiment analysis, entity recognition, and content classification, this tool allows businesses to gain a deeper understanding of customer opinions, extract key information from documents, and classify content for better recommendations and ad targeting. With features like AutoML, users can train their own custom machine learning models without extensive coding knowledge. The tool's capabilities extend to multilingual support, spatial structure understanding, and large dataset handling. Cloud Natural Language offers businesses the ability to unlock the potential of unstructured text data, making data-driven decisions and improving customer experiences. (Please note: The detailed information can be found on the website mentioned above.)
Uncover insights from unstructured text.
Key Features • Derive insights from unstructured text using Google machine learning. • Get insightful text analysis with machine learning that extracts, analyzes, and stores text. • Train high-quality machine learning custom models without a single line of code with AutoML. • Apply natural language understanding (NLU) to apps with Natural Language API.
Use Cases • Insights from customers: Use entity analysis to find and label fields within a document, and then sentiment analysis to understand customer opinions and gain actionable insights. • Multimedia and multilingual support: Extract insights from audio using the Speech-to-Text API, add optical character recognition (OCR) for scanned docs with the Vision API, and understand sentiments in multiple languages with the Translation API. • Content targeting and discovery: Classify content across media for better content recommendations and ad targeting. Note: The information provided is based on the features and benefits of Cloud Natural Language as described on the website and through research from other sources.
