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Machine Learning Fundamentals

Teacher

Sanjoy Dasgupta

Position

Reviews

NYR/5
NYR

Tutorial Price

$Free: Add a Verified Certificate for $350 USD
https://www.edx.org/course/machine-learning-fundamentals-2

Level

NYR

Duration

10 Weeks

# of Reviews

Module Type

On demand video

Classification, regression, and conditional probability estimation Generative and discriminative models Linear models and extensions to nonlinearity using kernel methods Ensemble methods: boosting, bagging, random forests Representation learning: clustering, dimensionality reduction, autoencoders, deep nets

Instructors

Sanjoy Dasgupta

Link to Course

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