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Machine learning. Design patterns

29.99 €
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Machine learning. Design patterns
29.99 €
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The design patterns presented in this book reflect the best practical approaches to solving typical machine learning problems. These patterns, implemented in program code, concentrate the experience of hundreds of experts into simple and easily accessible advice. The book contains a detailed discussion of 30 patterns for data and task representation, model training, fault-tolerant maintenance, reproducibility, and artificial intelligence. Each pattern includes a problem statement, a number of potential solutions, and advice on how to choose the technique best suited to the situation.
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