AI and Machine Learning for Coders
- Author Laurence Moroney
- Narrator Timothy Howard Jackson
- Publisher Ascent Audio
- Publish Date 24 January 2023
- Run Time 9 hours and 17 minutes
- Format Audio
- Genre Information architecture, Information theory, Machine learning, Mathematical theory of computation, Natural language and machine translation.
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What to expect
You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embedded runtimes. Most books on machine learning begin with a daunting amount of advanced math. This guide is built on practical lessons that let you work directly with the code.
You'll learn: how to build models with TensorFlow using skills that employers desire; the basics of machine learning by working with code samples; how to implement computer vision, including feature detection in images; how to use NLP to tokenize and sequence words and sentences; methods for embedding models in Android and iOS; and how to serve models over the web and in the cloud with TensorFlow Serving.
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