Voltar para Unsupervised Machine Learning
Comentários e feedback de alunos de Unsupervised Machine Learning da instituição IBM
129 classificações
Sobre o curso
This course introduces you to one of the main types of Machine Learning: Unsupervised Learning. You will learn how to find insights from data sets that do not have a target or labeled variable. You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. The hands-on section of this course focuses on using best practices for unsupervised learning.
By the end of this course you should be able to:
Explain the kinds of problems suitable for Unsupervised Learning approaches
Explain the curse of dimensionality, and how it makes clustering difficult with many features
Describe and use common clustering and dimensionality-reduction algorithms
Try clustering points where appropriate, compare the performance of per-cluster models
Understand metrics relevant for characterizing clusters
Who should take this course?
This course targets aspiring data scientists interested in acquiring hands-on experience with Unsupervised Machine Learning techniques in a business setting.
What skills should you have?
To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics.
Melhores avaliações
AD
18 de abr de 2021
It is a beautifully crafted course that looks at various clustering algorithms. More importantly, show the pros and cons of each algorithm/technique based on different patterns.
AF
6 de nov de 2020
Great course and very well structured. I'm really impressed with the instructor who give thorough walkthrough to the code.
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26 — 31 de 31 Avaliações para o Unsupervised Machine Learning
por Cui Y
•13 de jan de 2022
Thank you!
por Fernandes M R
•10 de mar de 2021
very good
por Kaumil A
•26 de fev de 2021
Awesome
por Keyur U
•24 de dez de 2020
They have got the best instructor!
por Tech S
•2 de set de 2021
No math , only superficial concepts. Not recommending to anyone else..
por az
•10 de mai de 2022
Many typos and incorrect quizzes that haven't been fixed after several years.
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