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2015-12-30

BerkeleyX: CS190.1x Scalable Machine Learning

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BerkeleyX: CS190.1x Scalable Machine Learning

Интро

Виртуалка для лабораторных работ

Неделя 1: обзор Apache Spark; основные концепты, линейная алгебра big O, ...

Неделя 2: Apache Spark, RDD, transformations, actions, ...

Неделя 2, лабораторка: RDD, lambda, transformations, actions, ...

Неделя 3: linear regression, gradient descent, grid search, …

Неделя 3, лабораторка: linear regression pipeline

Неделя 4: логистическая регресия, one-hot-encoding, feature hashing, …

Неделя 4, лабораторка: логистическая регресия, one-hot-encoding, feature hashing, …

Неделя 5: Principal Component Analysis

Неделя 5, лабораторка: PCA






original post http://vasnake.blogspot.com/2015/12/berkeleyx-cs1901x-scalable-machine.html

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