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

4.6
stars
8,554 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 27, 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 14, 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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1551 - 1556 of 1,556 Reviews for Applied Machine Learning in Python

By Hamady G

•

Feb 20, 2023

je souhaite me desincrire a cette formation

By Varun D

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Jul 19, 2022

A lot of the course has much to improve.

By Konark Y

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May 10, 2020

many issues while submitting assignments

By Oleg G

•

May 17, 2020

enrolled by mistake want to u nenroll

By Christos B

•

Jan 3, 2025

Very poor grading system

By SHREYANSH A 2

•

Mar 1, 2023

lund course