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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：

1026 - Applied Machine Learning in Python 的 1050 个评论（共 1,574 个）

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 Дамир Е

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Jun 10, 2024

good course

创建者 POTUKUCHI V M P S 2

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Dec 14, 2021

good course

创建者 Denilson A M T

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Nov 24, 2021

Recomendado

创建者 kshitij a

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Jun 29, 2021

Fantastic!!

创建者 kartik s

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Jun 28, 2021

best course

创建者 Diego T d S

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Jun 24, 2021

Very good.

创建者 Babakaka H

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Oct 30, 2020

outstanding

创建者 Serafeim L

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Oct 2, 2020

Great class

创建者 Ivan S

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Sep 29, 2020

I liked it!

创建者 MADDIREDDY S P R

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Aug 10, 2020

Good Course

创建者 shubham z

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Jun 11, 2020

good course

创建者 Pornpra C

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Jun 11, 2020

Good course