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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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8,646 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

MB

Jun 18, 2017

Not for the faint of heart and some experience with Python, in particular Pandas, is preferred. Great overview of the different methods used in machine learning. One of the better courses imo.

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!

筛选依据：

951 - Applied Machine Learning in Python 的 975 个评论（共 1,574 个）

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

创建者 Nicolas G

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Jun 29, 2020

very goof course

创建者 Abdalrhman H

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Jun 27, 2020

Excellent course

创建者 Sai k

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Jun 4, 2020

very good course

创建者 Dhanya N

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May 20, 2020

wonderful course

创建者 Dean F

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May 11, 2020

Fantastic course

创建者 Руслан Ч

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Jan 24, 2020

Excelent cource!