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Learner Reviews & Feedback for Applied Machine Learning in Python by University of Michigan

4.6
stars
8,768 ratings

About the Course

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. The issue of dimensionality of data will be discussed, and the task of clustering data, as well as evaluating those clusters, will be tackled. Supervised approaches for creating predictive models will be described, and learners will be able to apply the scikit learn predictive modelling methods while understanding process issues related to data generalizability (e.g. cross validation, overfitting). The course will end with a look at more advanced techniques, such as building ensembles, and practical limitations of predictive models. By the end of this course, students will be able to identify the difference between a supervised (classification) and unsupervised (clustering) technique, identify which technique they need to apply for a particular dataset and need, engineer features to meet that need, and write python code to carry out an analysis. This course should be taken after Introduction to Data Science in Python and Applied Plotting, Charting & Data Representation in Python and before Applied Text Mining in Python and Applied Social Analysis in Python....

Top reviews

JL

Aug 19, 2018

Concise and clear presentation of the material with the majority of time focused around using TDD to learn and practice concepts through developing solutions to open ended coding challenges.

AG

Aug 26, 2017

A lot of techniques packed into a relatively short course. Weeks 2 & 4 are noticably tougher than the other two, so allow plenty of extra time for assignment and quiz in those 2 weeks.

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976 - 1000 of 1,599 Reviews for Applied Machine Learning in Python

By Nicolas G

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Jun 29, 2020

very goof course

By Abdalrhman H

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Jun 27, 2020

Excellent course

By Sai k

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Jun 4, 2020

very good course

By Dhanya N

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May 20, 2020

wonderful course

By Dean F

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May 11, 2020

Fantastic course

By Руслан Ч

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Jan 24, 2020

Excelent cource!

By Sheron M

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Oct 3, 2019

Excellent course

By Anubhav S

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Mar 17, 2019

very good course

By Tuan P A

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Mar 12, 2019

excellent course

By Shaukat

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Feb 11, 2019

excellent course

By Akash C

•

Dec 9, 2018

Excellent Course

By Ali F

•

Nov 27, 2018

Excellent Course

By Anthony D

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Sep 6, 2018

Essential curse!

By Rahul P

•

Jun 14, 2018

Thank you Kevyn!

By Ayushi 2

•

Dec 21, 2025

was informative

By LOKESH Y 2

•

Nov 28, 2025

WELL STRUCTURED

By Ashish S

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Jan 25, 2021

Very helpfull!!

By Baglan O

•

Dec 13, 2020

the best course

By Paul N

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Sep 22, 2020

Great Course!!!

By roshani k

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Jul 13, 2020

Awesome course.

By Tony L

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Jan 1, 2020

Great exercise!

By Haris P D

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Dec 11, 2019

A great course!

By ashish k

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Oct 22, 2019

awesome!!!!!!!!

By Vicente P

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Jul 16, 2019

Awesome course!