Chevron Left
Back to Applied Machine Learning in Python

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

4.6
stars
8,207 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

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!!

Filter by:

51 - 75 of 1,488 Reviews for Applied Machine Learning in Python

By Omid

Sep 22, 2018

By Sandeep S

Nov 24, 2019

By Abbas S

Sep 10, 2020

By kapish s

May 28, 2019

By Vaibhav S

Jun 26, 2018

By Athira C

Jan 30, 2019

By Pawan M

May 4, 2020

By Haim S R

Jun 27, 2019

By Krishna B S

Mar 6, 2019

By Ankur P

Mar 30, 2019

By Katherine F

Oct 28, 2020

By Justin F

Sep 26, 2017

By Martin M

Aug 10, 2020

By ALONSO A R P D A

Jul 11, 2020

By Gregory O

Sep 25, 2017

By Shubham N

Aug 23, 2020

By Nahuel V

Aug 3, 2020

By Subhadeep B

Aug 20, 2020

By Thomas M S

Feb 9, 2018

By Dror L

Nov 25, 2017

By Kale H

May 31, 2020

By Rakesh D

Nov 10, 2019

By Stephen O

Aug 25, 2020

By Keshav B

Jan 2, 2020

By Mohamed R

Mar 27, 2020