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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：

951 - Applied Machine Learning in Python 的 975 个评论（共 1,599 个）

创建者 Akshaj M

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Dec 21, 2025

nice learning exp

创建者 Gabriel P A S

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Jan 11, 2022

Excellent course!

创建者 Hans C P

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Jun 26, 2020

Excellent course.

创建者 Radhika p

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Jun 3, 2020

it was wonderfull

创建者 Ayush P

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May 26, 2020

Excellent Faculty

创建者 Hassan N

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Jan 26, 2020

That's Very Great

创建者 Vinit D

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Jan 9, 2020

Excellent Course!

创建者 Steven G

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Nov 4, 2019

Excellent course.

创建者 Noureddine B

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Sep 18, 2018

Excellent course.

创建者 Mohit K

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Sep 8, 2018

Wonderful Course.

创建者 Evgeny V

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Apr 4, 2018

Excellent course!

创建者 praneet n

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Jan 9, 2018

i love the course

创建者 A E

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Oct 6, 2017

Excellent course!

创建者 Luiz H

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Jun 25, 2017

Excellent course.

创建者 MRINMOY B

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May 11, 2024

very good course

创建者 Pedro L C B

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Dec 21, 2021

Fantastic course

创建者 AAYUSH J 2

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Oct 26, 2021

very nice course

创建者 KVD S

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Jan 7, 2021

excellent course

创建者 Ronny F

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Nov 22, 2020

great and thanks

创建者 Aakash t

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Oct 22, 2020

Very Nice course

创建者 Shreyashi B

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Oct 15, 2020

excellent course

创建者 Maneesh K

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Sep 28, 2020

Excellent course

创建者 Roux H D

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Sep 15, 2020

Great Professor!

创建者 Gaurav K

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Aug 19, 2020

Very good course

创建者 Minhazul A

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Jul 16, 2020

excellent course