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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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8,771 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

JL

Aug 19, 2018

Concise and clear presentation of the material with the majority of time focused around using TDD to learn and practice concepts through developing solutions to open ended coding challenges.

AG

Aug 26, 2017

A lot of techniques packed into a relatively short course. Weeks 2 & 4 are noticably tougher than the other two, so allow plenty of extra time for assignment and quiz in those 2 weeks.

筛选依据：

901 - Applied Machine Learning in Python 的 925 个评论（共 1,599 个）

创建者 Tongsu P

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Feb 8, 2018

Really challenging course!

创建者 SHREY S 2

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Feb 2, 2023

GREAT LEARNING EXPERIENCE

创建者 Souvik D

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Jul 12, 2020

good course for learning.

创建者 Erdem A

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Jul 8, 2019

The course was fantastic.

创建者 Stanley C

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May 20, 2019

Excellent. Learned a lot!

创建者 Mandyam S

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Sep 19, 2018

Quiz material were great!

创建者 Uday P

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Sep 14, 2017

good course for beginners

创建者 Govind P

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May 29, 2022

course is really amazing

创建者 TRAN H C B

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Sep 24, 2021

The courses is very good

创建者 RUCHI S (

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Sep 1, 2021

It was a good experience

创建者 Jose H C

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May 17, 2019

Comprehensive & thorough

创建者 Esmerlin R M

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Mar 4, 2019

Este curso es increíble.

创建者 Prince K

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Oct 5, 2018

good course for beginner

创建者 Zahra E

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Oct 27, 2022

Thanks for this course

创建者 ABHISHEK S

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Aug 5, 2022

great effort by mentors

创建者 Eckhard F

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Nov 13, 2020

very interesting course

创建者 Meet P

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Jul 30, 2020

It's Very good Course .

创建者 Kshitij A

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Jul 2, 2020

Extremely good to learn

创建者 Saikrishna D

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Aug 2, 2019

The course is fantastic

创建者 Suleman K

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Jun 12, 2019

Very Informative Course

创建者 Taha R

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Oct 5, 2018

Great class. Thank you!

创建者 Jeremy L

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Sep 23, 2017

Very easy to understand

创建者 Mohammad K 2

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Dec 23, 2025

Excellent explanation.

创建者 Bindupautra J 2

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Dec 22, 2025

give me my certificate

创建者 Licheng Z

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Jul 8, 2017

This is a great course