Machine Learning: Unsupervised Learning

Engineering and Technology

Short Description

Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!

Long Description

The course Machine Learning: Unsupervised Learning on Udacity covers a range of topics including randomized optimization, simulated annealing, genetic algorithms, clustering, feature selection, feature transformation, and information theory. Students will learn about various algorithms and techniques such as hill climbing, genetic algorithms, k-means clustering, expectation maximization, and principal components analysis. The course also includes a project on unsupervised learning.

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Course Details

Duration: 4 weeks
Difficulty: Intermediate
Format: Short Course
Price: Free
Course Link

Udacity

Udacity is an online learning platform that offers a wide range of courses and programs in various fields such as technology, business, data science, and artificial intelligence. It was founded in 2012 by Sebastian Thrun, David Stavens, and Mike Sokolsky with the aim of providing accessible and affordable education to individuals worldwide. Udacity's courses are designed in collaboration with industry experts and leading companies, ensuring that the content is relevant and up-to-date. The platform offers both self-paced courses and guided programs, allowing learners to choose the learning style that suits them best. Udacity also provides career services and support, including resume reviews, interview preparation, and job placement assistance, to help learners transition into their desired careers.

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