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学生对 University of Michigan 提供的 Applied Machine Learning in Python 的评价和反馈

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8,770 个评分

课程概述

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....

热门审阅

PS

Apr 2, 2018

Extremely useful course! You really get a lot of value from it and exactly what you would expect from such course! Very entertaining and a lot of additional educational materials! Thank You a lot!

DB

Oct 22, 2020

EXTREMELY USEFUL AND GOOD COURSE, CONGRATULATIONS TO ALL THE PEOPLE INVOLVE.Honestly, I never thought I could learn so much in an online course, excited for the rest of the specialization

筛选依据：

976 - Applied Machine Learning in Python 的 1000 个评论（共 1,599 个）

创建者 Nicolas G

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Jun 29, 2020

very goof course

创建者 Abdalrhman H

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Jun 27, 2020

Excellent course

创建者 Sai k

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Jun 4, 2020

very good course

创建者 Dhanya N

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May 20, 2020

wonderful course

创建者 Dean F

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May 11, 2020

Fantastic course

创建者 Руслан Ч

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Jan 24, 2020

Excelent cource!

创建者 Sheron M

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Oct 3, 2019

Excellent course

创建者 Anubhav S

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Mar 17, 2019

very good course

创建者 Tuan P A

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Mar 12, 2019

excellent course

创建者 Shaukat

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Feb 11, 2019

excellent course

创建者 Akash C

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Dec 9, 2018

Excellent Course

创建者 Ali F

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Nov 27, 2018

Excellent Course

创建者 Anthony D

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Sep 6, 2018

Essential curse!

创建者 Rahul P

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Jun 14, 2018

Thank you Kevyn!

创建者 Ayushi 2

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Dec 21, 2025

was informative

创建者 LOKESH Y 2

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Nov 28, 2025

WELL STRUCTURED

创建者 Ashish S

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Jan 25, 2021

Very helpfull!!

创建者 Baglan O

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Dec 13, 2020

the best course

创建者 Paul N

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Sep 22, 2020

Great Course!!!

创建者 roshani k

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Jul 13, 2020

Awesome course.

创建者 Tony L

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Jan 1, 2020

Great exercise!

创建者 Haris P D

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Dec 11, 2019

A great course!

创建者 ashish k

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Oct 22, 2019

awesome!!!!!!!!

创建者 Vicente P

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Jul 16, 2019

Awesome course!