WEEK 10

WEEK 10

Large Scale Machine Learning

Machine learning works best when there is an abundance of data to leverage for training. In this module, we discuss how to apply the machine learning algorithms with large datasets.
6 videos, 1 reading

Video: Learning With Large Datasets

Video: Stochastic Gradient Descent

Video: Mini-Batch Gradient Descent

Video: Stochastic Gradient Descent Convergence

Video: Online Learning

Video: Map Reduce and Data Parallelism

Reading: Lecture Slides

Graded: Large Scale Machine Learning

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转载自www.cnblogs.com/keyshaw/p/10059435.html