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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
7,754 个评分
1,416 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

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.

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!!

筛选依据:

1001 - Applied Machine Learning in Python 的 1025 个评论(共 1,400 个)

创建者 David B d M J

Sep 2, 2020

awesome!

创建者 RAJ K M

Oct 31, 2021

Superb-

创建者 Mohammad Y

Jun 19, 2020

Perfect

创建者 V. P R

Sep 24, 2019

awesome

创建者 SHAHUL E

Sep 30, 2018

awesome

创建者 Ankur K

Sep 13, 2018

Awesome

创建者 Tam

Jul 25, 2018

Awesome

创建者 Markus T

Aug 11, 2017

Ist gut

创建者 Jeff D

Dec 6, 2020

Thanks

创建者 KAIWUSAIER A

Nov 7, 2020

great!

创建者 Yoselin A

Jun 23, 2020

Great!

创建者 Nattawat B

Apr 19, 2019

Great!

创建者 Tushar T

Nov 5, 2017

Superb

创建者 Nadila R

Nov 16, 2021

great

创建者 Angel G M C

Jul 11, 2021

great

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 s

Mar 17, 2018

great

创建者 PRIYANSHU S

Nov 9, 2021

good

创建者 Shivam M

Nov 4, 2021

good

创建者 byron 2

Oct 30, 2021

nicd