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Machine Learning

course

Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.

Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks).

(ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning).

(iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).


The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.

    Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks).

    (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning).

    (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).


    The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.

Comments

Greg Christman

Excellent course!

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Comments

Lora Ekram

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

Comments

Mike Jones

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

Comments

Greg Christman

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

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