Building Intelligent Apps with Machine Learning
summary
Shows how to make apps smarter using off-the-shelf ML APIs and AutoML without prior AI expertise, using pre-trained models and a few lines of code. Covers extracting information from text, images, audio, and video with modern ML APIs, and demonstrates training a custom AutoML model, including a live demo.
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chapters (11)
- 0:00Introduction
- 3:53What is machine learning
- 6:01Machine learning APIs like Lego
- 14:26Vision API demo
- 22:43Video Intelligence API
- 25:15Natural language processing
- 31:53Translation and analysis demo
- 35:30Speech recognition and synthesis
- 39:50AutoML for custom models
- 46:53Advanced frameworks and tools
- 48:19Q&A
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