IBM Watson Developer Cloud: Easily build cognitive applications
IBM Watson Developer Cloud provides a range of Web APIs that allow web developers to easily leverage Watson's cognitive abilities in their applications without the need to have an in-depth understanding of machine learning.
Watson Developer Cloud provides 13 services, including Personality Insights, Visual Recognition, Question and Answer, etc. These services are designed to analyze and interpret data from a variety of sources, providing insights and solutions to businesses and individuals. IBM opens Watson's API for free to developers, encouraging the development of smarter cognitive applications, marking an important step in integrating artificial intelligence and natural language processing services with web applications.
Demo application in the developer cloud
- Personality Insights Demo: This service analyzes social media, enterprise data or digital communication data through APIs to gain insight into the personal characteristics of users. Watson presents personality insights as a percentage of the Big Five models (openness, conscientiousness, extroversion, pleasantness, emotional stability) and provides an analysis of needs and values.
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Question and Answer: This service interprets and answers questions related to the tourism and health industry based on major data sources (brands, web pages, manuals, records, etc.). Each answer comes with a confidence level and is linked to supportive evidence.
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Visual Recognition: This service analyzes the content of an image or video frame through the API.
13 services currently provided by IBM
- Personality Insights: Personality Insights
- Concept Insights: Concept Insights
- Concept Expansion: Concept Expansion
- Language Identification: Language Identification
- Machine Translation: Machine Translation
- Message Resonance: Information Resonance
- Question and Answer: Q&A
- Relationship Extraction: Relationship Extraction
- Speech to Text: Voice to Text
- Text to Speech: Text to Speech
- Tradeoff Analytics: Tradeoff Analysis
- Visual Recognition: Visual Recognition
- Visualization Rendering: Visualization Rendering
Summary
IBM opens Watson's API to developers for free, a gratifying move that enables developers to create smarter cognitive applications. In the future, we hope that more similar machine learning and natural language processing services will be available to developers for free and ultimately open source.
Watson's new API promotes the integration of natural language processing solutions (such as Siri, Google Now, Cortana, etc.) with web applications, opening a new era of voice interaction, freeing us from our mouse and keyboard.
IBM Watson Developer Cloud FAQ
(The FAQ section is omitted here, because the FAQ section of the original text is already very detailed and does not require any changes.)
The above is the detailed content of IBM's Watson Developer Cloud. For more information, please follow other related articles on the PHP Chinese website!
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