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

4.6
stars
8,587 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

MB

Jun 18, 2017

Not for the faint of heart and some experience with Python, in particular Pandas, is preferred. Great overview of the different methods used in machine learning. One of the better courses imo.

S

Oct 23, 2021

It was good learning Machine Learning thru Python as using Python libraries like Pandas , Tensorflow,.etc made the work easier. Hope to do my masters in Machine Learning . Happy Learning <3

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951 - 975 of 1,562 Reviews for Applied Machine Learning in Python

By Mohit K

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Sep 9, 2018

Wonderful Course.

By Evgeny V

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Apr 4, 2018

Excellent course!

By praneet n

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Jan 9, 2018

i love the course

By A E

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Oct 7, 2017

Excellent course!

By Luiz H

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Jun 25, 2017

Excellent course.

By MRINMOY B

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May 12, 2024

very good course

By Pedro L C B

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Dec 21, 2021

Fantastic course

By AAYUSH J 2

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Oct 26, 2021

very nice course

By KVD S

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Jan 7, 2021

excellent course

By Ronny F

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Nov 22, 2020

great and thanks

By Aakash t

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Oct 22, 2020

Very Nice course

By Shreyashi B

•

Oct 15, 2020

excellent course

By Maneesh K

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Sep 28, 2020

Excellent course

By Roux H D

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Sep 15, 2020

Great Professor!

By Gaurav K

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Aug 19, 2020

Very good course

By Minhazul A

•

Jul 16, 2020

excellent course

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 5, 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