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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
6,846 个评分
1,238 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!!

OA
Sep 8, 2017

This course is ideally designed for understanding, which tools you can use to do machine learning tasks in python. However, for deep understanding ML algorithms you should take more math based courses

筛选依据:

851 - Applied Machine Learning in Python 的 875 个评论(共 1,218 个)

创建者 Qiuxiang H

Apr 20, 2019

good course

创建者 Saurav B

Dec 24, 2017

Good Course

创建者 Kuntal B

Oct 25, 2017

Awesome !!!

创建者 Hritik A

Aug 9, 2020

boht harrd

创建者 Ricardo J M S

Apr 4, 2020

Great MOOC

创建者 Shivani A

Feb 28, 2020

Execellent

创建者 Akash G

Mar 3, 2019

awesome DS

创建者 John P

May 4, 2018

Thank you!

创建者 Rafael C

Jun 29, 2017

Very good!

创建者 Javier G

Aug 22, 2020

Excelente

创建者 Arjunsiva S

Jul 25, 2020

Thank you

创建者 Heshan L

Jul 16, 2020

Very good

创建者 Preet K S

Jun 30, 2020

Very well

创建者 Sampada C

Jun 24, 2020

very nice

创建者 José C

Jun 23, 2020

Excellent

创建者 Akash T

Jun 13, 2020

excellent

创建者 Imad Z

Jun 1, 2020

Excellent

创建者 Juan J H Á

May 25, 2020

excellent

创建者 Abinaya T

May 7, 2020

Very good

创建者 salah

Oct 12, 2019

thank you

创建者 Pratham N

Aug 22, 2019

very good

创建者 Edgar M d J G B

May 13, 2019

Excelente

创建者 Марчевский В Д

Apr 29, 2019

Good one!

创建者 Parul S

Mar 25, 2019

excellent

创建者 Cyrus N P

Nov 24, 2018

THE BEST!