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Boost your App with Machine Learning APIs | Laurent Picard | ML Conference 2018 Spring
Use machine learning APIs to boost your app's performance and accuracy with Google Cloud Platform's AutoML, Vision, Speech, Natural Language, and Translation APIs, and explore practical applications in development, customer service, and more.
- Use machine learning APIs to boost your app’s performance and accuracy.
- Google Cloud Platform offers multiple machine learning APIs: AutoML, Vision, Speech, Natural Language, and Translation.
- AutoML fills the gap between simple machine learning and building complex models from scratch.
- Vision API recognizes images, detects labels, and identifies faces, text, and landmarks.
- Speech API recognizes spoken words and transcribes audio into text.
- Natural Language API analyzes text, sentiment, and syntax, and identifies entities and topics.
- Translation API translates text from one language to another.
- Serverless architecture allows for flexible and scalable development without managing servers.
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Practical applications include:
- Image recognition for Android apps
- Translation for travel apps
- Sentiment analysis for customer service chatbots
- Automatic speech recognition for voice assistants
- Object detection for surveillance systems
- Text analysis for data science and research applications