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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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8,605 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

AS

Nov 26, 2020

great experience and learning lots of technique to apply on real world data, and get important and insightful information from raw data. motivated to proceed further in this domain and course as well.

FL

Oct 13, 2017

Very well structured course, and very interesting too! Has made me want to pursue a career in machine learning. I originally just wanted to learn to program, without true goal, now I have one thanks!!

筛选依据：

1001 - Applied Machine Learning in Python 的 1025 个评论（共 1,574 个）

创建者 Moez S

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Nov 18, 2019

Amazing course

创建者 Amin O

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Sep 26, 2019

Lovely course!

创建者 George G

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Dec 22, 2018

Awesome course

创建者 Li M

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Oct 28, 2018

very practical

创建者 Hema

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Jul 19, 2018

Great course!!

创建者 Julian O

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Jul 5, 2018

Great overview

创建者 Gerardo C

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Oct 11, 2017

Great course!!

创建者 Aniket B

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Jun 24, 2017

Awesome course

创建者 Fera J

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Jan 16, 2025

very good web

创建者 Moses W W

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Mar 14, 2021

Great course!

创建者 Rateb K

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Sep 28, 2020

Great Course!

创建者 MOINAK K M

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Jun 18, 2020

Great course.

创建者 Nico M

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Mar 30, 2020

Great course!

创建者 何霄

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Sep 23, 2019

great course!

创建者 Oliver O

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Mar 11, 2019

Great course!

创建者 Harsh S

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Mar 10, 2019

Great content

创建者 Sreenivasulu B

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Jan 29, 2019

Great course!

创建者 Yash R S

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Jul 17, 2018

Good course!!

创建者 Ali Ö

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Mar 28, 2022

das war toll

创建者 Prayas B

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Sep 25, 2021

very helpful

创建者 Maria C M d S

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May 31, 2021

Great Course

创建者 Ziyi W

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Oct 11, 2020

very helpful

创建者 Oscar P

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Sep 9, 2020

Great Course

创建者 Yangshu5

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Jul 1, 2020

Good course!

创建者 MOHD N B A L

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Apr 24, 2020

good example