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学生对 密歇根大学 提供的 Applied Machine Learning in Python 的评价和反馈

4.6
6,890 个评分
1,246 条评论

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

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!!

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.

筛选依据:

901 - Applied Machine Learning in Python 的 925 个评论(共 1,226 个)

创建者 Shiyu M

Oct 8, 2020

很有启发性

创建者 Soumyajit M

Oct 1, 2020

Great

创建者 SHREYASHI D

Sep 17, 2020

great

创建者 Richard Z

Sep 3, 2019

Good.

创建者 Xia l

May 16, 2019

GREAT

创建者 xuhp

Nov 13, 2018

great

创建者 shubham

Mar 17, 2018

great

创建者 MD M H

Nov 4, 2020

Nice

创建者 Ishan J M

Oct 30, 2020

Good

创建者 �SADHARAN G

Aug 10, 2020

good

创建者 RAGHUVEER S D

Jul 25, 2020

good

创建者 N. S

Jul 7, 2020

good

创建者 Arif S

Jul 1, 2020

good

创建者 parmar p

May 18, 2020

nice

创建者 Miriam R

Dec 26, 2019

good

创建者 Light0617

May 12, 2019

nice

创建者 Shishir N

Jan 9, 2019

N

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c

e

创建者 Jimut B P

Oct 8, 2018

Nice

创建者 Yi-Yang L

Jul 3, 2017

Nice

创建者 SURAJ K

Jun 23, 2020

osm

创建者 Shilpi G

Jun 2, 2019

...

创建者 Magdiel B d N A

May 10, 2019

ok

创建者 PREDEEP K

Nov 24, 2018

ok

创建者 Andrew G

May 16, 2019

T

创建者 Junaid L S

May 14, 2019

G