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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

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!

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.

筛选依据：

1026 - Applied Machine Learning in Python 的 1050 个评论（共 1,599 个）

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 Londhe A S 2

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Dec 23, 2025

very helpful

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

创建者 Kukuh S W

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Apr 14, 2020

Great course

创建者 vinay k

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Feb 8, 2020

Just Awesome

创建者 Animesh T

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Dec 29, 2019

great course

创建者 Jimmy L

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Oct 21, 2019

Great Course

创建者 Hanna L

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Sep 1, 2019

Great class!

创建者 Ammar A

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Mar 6, 2019

Great course

创建者 Juan M C T

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Oct 23, 2018

Great course

创建者 Jiang H

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Aug 5, 2018

Nice course!

创建者 Hari S R V

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May 30, 2018

Great course

创建者 Aviv N

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Jul 16, 2017

great course

创建者 Seth M

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Jun 24, 2017

Great Class!

创建者 Muhammad T R

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Jun 19, 2017

best I think

创建者 Vaibhav S 2

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Dec 22, 2025

nice course

创建者 Дамир Е

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Jun 10, 2024

good course