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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：

1126 - Applied Machine Learning in Python 的 1150 个评论（共 1,599 个）

创建者 ANGEL G M C

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Jul 11, 2021

great

创建者 Shiyu M

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Oct 8, 2020

很有启发性

创建者 Soumyajit M

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Oct 1, 2020

Great

创建者 SHREYASHI D

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Sep 17, 2020

great

创建者 Richard Z

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Sep 3, 2019

Good.

创建者 Xia l

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May 16, 2019

GREAT

创建者 xuhp

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Nov 12, 2018

great

创建者 shubham s

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Mar 16, 2018

great

创建者 Aradhaya S 2

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Jan 14, 2026

nice

创建者 Abhaysing J M 2

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Jan 8, 2026

Good

创建者 Deendayal K 2

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Dec 24, 2025

good

创建者 Mayank Y 2

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Dec 23, 2025

okay

创建者 Aditya S 2

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Dec 23, 2025

None

创建者 Anshu K 2

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Dec 21, 2025

good

创建者 divyanshu k

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Dec 13, 2025

Best

创建者 Vritant J 2

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Nov 28, 2025

GOOD

创建者 Sagnik P 2

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Nov 13, 2025

nice

创建者 Anushka D 2

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Nov 11, 2025

good

创建者 ahmed a s a z

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Mar 20, 2025

good

创建者 SALONI C 2

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Dec 23, 2023

Good

创建者 RAHUL O 2

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Jan 1, 2023

good

创建者 Kunal J

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Mar 13, 2022

nice

创建者 KAPATI V A

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Feb 8, 2022

nice

创建者 Suman M

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Jan 25, 2022

good

创建者 SURESH y

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Jan 13, 2022

good