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

4.6
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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：

851 - Applied Machine Learning in Python 的 875 个评论（共 1,599 个）

创建者 José L

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Jun 6, 2017

Excellent material and tutoring!

创建者 Michael K

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Jan 18, 2025

Excellent and practical course.

创建者 Jun S

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Dec 30, 2020

Excellence course for beginners

创建者 Adish P

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May 28, 2020

Excellent Course. Very helpful.

创建者 Vikas K

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Dec 9, 2019

best course in detailed version

创建者 ASHISH G

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Jul 17, 2019

excellent course for beginners!

创建者 Fadhel A

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May 27, 2019

whole new informations for me.

创建者 Li T

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Oct 27, 2017

Informative course. Five stars!

创建者 Ivan P

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Aug 14, 2017

Very good course for beginners)

创建者 Madalina B

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Jul 18, 2017

Awesome course. Very practical!

创建者 Jim S

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Jul 1, 2017

Excellent content and delivery.

创建者 Kiyanmehr N

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Aug 7, 2023

Great Instructor ,Great Course

创建者 Maddineni E

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Sep 27, 2022

It is a good platform to learn

创建者 Keziah S T K S

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Dec 6, 2021

Good explanations, good module

创建者 dean w

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Nov 15, 2020

Very Challenging and Rewarding

创建者 Abylaikhan K

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Oct 15, 2020

очень удобно, кратко и понятно

创建者 Paul S

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Apr 15, 2020

Very interesting and enjoyable

创建者 Elizabeth N

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Apr 2, 2020

Very good applied introduction

创建者 Muhammad Z H

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Sep 1, 2019

Learnt a lot Professor. Thanks

创建者 RAJESH M

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Aug 6, 2019

Nice course, Practice oriented

创建者 Deleted A

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Jul 11, 2018

great course - I learnt a lot!

创建者 Riahi L

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Oct 19, 2017

very good course, I enjoyed it

创建者 Ruchi S

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Aug 9, 2017

deep yet simple to understand.

创建者 Sajit K

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Jun 25, 2017

Insightful and hands on course

创建者 Sanyogita R

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Dec 1, 2025

it was a really insightful on