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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：

1051 - Applied Machine Learning in Python 的 1075 个评论（共 1,599 个）

创建者 POTUKUCHI V M P S 2

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Dec 14, 2021

good course

创建者 Denilson A M T

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Nov 24, 2021

Recomendado

创建者 kshitij a

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Jun 29, 2021

Fantastic!!

创建者 kartik s

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Jun 28, 2021

best course

创建者 Diego T d S

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Jun 24, 2021

Very good.

创建者 Babakaka H

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Oct 30, 2020

outstanding

创建者 Serafeim L

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Oct 2, 2020

Great class

创建者 Ivan S

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Sep 29, 2020

I liked it!

创建者 MADDIREDDY S P R

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Aug 10, 2020

Good Course

创建者 shubham z

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Jun 11, 2020

good course

创建者 Pornpra C

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Jun 11, 2020

Good course

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