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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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8,646 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

MB

Jun 18, 2017

Not for the faint of heart and some experience with Python, in particular Pandas, is preferred. Great overview of the different methods used in machine learning. One of the better courses imo.

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!

筛选依据：

1051 - Applied Machine Learning in Python 的 1075 个评论（共 1,574 个）

创建者 Harshit L

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Mar 21, 2020

good course

创建者 JATIN G

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Jul 23, 2019

NIce Course

创建者 Aries F

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May 28, 2019

Well-design

创建者 Qiuxiang H

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Apr 20, 2019

good course

创建者 Saurav B

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Dec 23, 2017

Good Course

创建者 Kuntal B

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Oct 25, 2017

Awesome !!!

创建者 Manjiri M G 2

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Nov 30, 2025

it is good

创建者 Henrique I

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Jun 23, 2023

Very good!

创建者 Freddy E R R

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Jun 15, 2022

Excelente.

创建者 SUDE G Ç

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Sep 18, 2021

Thank you!

创建者 Hritik A

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Aug 8, 2020

boht harrd

创建者 Ricardo J M S

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Apr 4, 2020

Great MOOC

创建者 Shivani A

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Feb 28, 2020

Execellent

创建者 Akash G

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Mar 3, 2019

awesome DS

创建者 John P

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May 4, 2018

Thank you!

创建者 Rafa C

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Jun 29, 2017

Very good!

创建者 Msugh A

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Jul 13, 2025

excellent

创建者 Sayan M

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Aug 22, 2021

VERY GOOD

创建者 Javier G

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Aug 21, 2020

Excelente

创建者 Arjunsiva S

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Jul 25, 2020

Thank you

创建者 Heshan L

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Jul 16, 2020

Very good

创建者 Preet K S

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Jun 30, 2020

Very well

创建者 Sampada C

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Jun 24, 2020

very nice

创建者 José C

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Jun 23, 2020

Excellent

创建者 Akash T

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Jun 13, 2020

excellent