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

4.6
stars
7,138 ratings
1,295 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

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.

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!!

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851 - 875 of 1,274 Reviews for Applied Machine Learning in Python

By li m

Oct 28, 2018

very practical

By Hema

Jul 19, 2018

Great course!!

By Julian O

Jul 5, 2018

Great overview

By Gerardo M C

Oct 11, 2017

Great course!!

By Aniket B

Jun 24, 2017

Awesome course

By Rateb K

Sep 28, 2020

Great Course!

By MOINAK K M

Jun 18, 2020

Great course.

By Nico M

Mar 30, 2020

Great course!

By 何霄

Sep 23, 2019

great course!

By Oliver O

Mar 11, 2019

Great course!

By Harsh S

Mar 10, 2019

Great content

By Sreenivasulu B

Jan 30, 2019

Great course!

By Yash R S

Jul 17, 2018

Good course!!

By Ziyi W

Oct 11, 2020

very helpful

By OSCAR J P F

Sep 9, 2020

Great Course

By Shu

Jul 1, 2020

Good course!

By MOHD N B A L

Apr 24, 2020

good example

By Kukuh S W

Apr 14, 2020

Great course

By vinay k

Feb 8, 2020

Just Awesome

By ANIMESH T

Dec 29, 2019

great course

By Jimmy L

Oct 21, 2019

Great Course

By Hanna L

Sep 2, 2019

Great class!

By Muhammad A a

Mar 6, 2019

Great course

By Juan M C T

Oct 23, 2018

Great course

By Jiang H

Aug 5, 2018

Nice course!