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

4.6
stars
7,159 ratings
•
1,299 reviews

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

FL
Oct 13, 2017

Very well structured course, and very interesting too! Has made me want to pursue a career in machine learning. I originally just wanted to learn to program, without true goal, now I have one thanks!!

AS
Nov 26, 2020

great experience and learning lots of technique to apply on real world data, and get important and insightful information from raw data. motivated to proceed further in this domain and course as well.

Filter by:

876 - 900 of 1,277 Reviews for Applied Machine Learning in Python

By Jiang H

•
Aug 5, 2018

Nice course!

By Raghuram V

•
May 30, 2018

Great course

By Ali A

•
Mar 22, 2018

Excellent!!!

By Aviv N

•
Jul 16, 2017

great course

By Seth M

•
Jun 24, 2017

Great Class!

By Tahir S

•
Jun 19, 2017

best I think

By Babakaka H

•
Oct 30, 2020

outstanding

By Serafeim L

•
Oct 2, 2020

Great class

By Ivan S

•
Sep 29, 2020

I liked it!

By MADDIREDDY S P R

•
Aug 11, 2020

Good Course

By shubham z

•
Jun 11, 2020

good course

By Pornpra C

•
Jun 11, 2020

Good course

By Harshit L

•
Mar 21, 2020

good course

By JATIN G

•
Jul 23, 2019

NIce Course

By Aries F

•
May 28, 2019

Well-design

By Qiuxiang H

•
Apr 20, 2019

good course

By Saurav B

•
Dec 24, 2017

Good Course

By Kuntal B

•
Oct 25, 2017

Awesome !!!

By Hritik A

•
Aug 9, 2020

boht harrd

By Ricardo J M S

•
Apr 4, 2020

Great MOOC

By Shivani A

•
Feb 28, 2020

Execellent

By Akash G

•
Mar 3, 2019

awesome DS

By John P

•
May 4, 2018

Thank you!

By Rafael C

•
Jun 29, 2017

Very good!

By Javier G

•
Aug 22, 2020

Excelente

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