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Non-convex Optimization for Machine Learning takes an in-depth look at the basics of non-convex optimization with applications to machine learning. It ...

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#35. Bengio, Y. (2009) Learning Deep Architectures for AI (PDF ...

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#42. Learning Deep Architectures for AI - Université de Montréal

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Learning deep architectures for AI. Foundations and trends in Machine Learning 2.1 (2009): 1-127. [PDF]. Erhan, D., Bengio, Y., Courville, A., Manzagol, ...

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Data Science; Deep Learning; Machine Learning; Big Data; Data Mining ... The art of uncovering the insights and trends in data has been around since ancient ...

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As machine learning and AI play ever larger roles in our lives, what foundations are being laid in Africa? Vukosi Marivate, the Absa data ...

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Submodular functions are relevant to machine learning for at least two reasons: (1) some problems may be expressed directly as the ...

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It can use machine learning to identify repetitive patterns, and then deduce ideas for a medical diagnosis. At the end of the day, however, it ...

#83. Usage-based pricing: How to lay the foundations for success

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Deng L (2014) Deep learning: methods and applications. Foundations Trends Signal Process 7(3–4):197–387 7. Mikolov T et al (2013) Efficient estimation of ...

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