6. Generative AI is a subset of artificial intelligence that focuses on
creating new content, such as text, images, or audio,
autonomously, without explicit human input.
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8. IIIT Dharwad
Services offered
on GCP:
● Machine Learning Services
● Data Storage and Management
● Data Preparation and Processing
● AI Model Deployment
● AI APIs
10. IIIT Dharwad
AI APIs
● Pre-trained models
● Ease of integration
● Diverse AI Capabilities
● Customization
● Scalability
11. APIs to use
The ones that you’ll be using for this course
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12. IIIT Dharwad
APIs to use
● Cloud Vision API
● Translation API
● Natural Language API
● VertexAI PaLM API
13. Cloud Vision API
Google Cloud Vision API is a powerful machine learning service
that enables developers to analyze and extract insights from
images and videos using advanced computer vision
techniques.
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14. Translation API
Google Cloud Translation API is a service that allows
developers to easily integrate automated translation
capabilities into their applications, enabling multilingual
content support.
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15. Natural Language API
Google Cloud Natural Language API is a machine learning
service that provides advanced text analysis capabilities,
including sentiment analysis, entity recognition, and content
classification, to extract valuable insights from unstructured
text data.
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16. VertexAI API
What is Vertex AI? Vertex AI is a unified artificial intelligence
platform that offers all of Google's cloud services under one
roof. With Vertex AI, you can build ML models or deploy and
scale them easily using pre-trained and custom tooling.
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