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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
6,854 个评分
1,239 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

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

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:

801 - Applied Machine Learning in Python 的 825 个评论(共 1,219 个)

创建者 ashish k

Oct 22, 2019

awesome!!!!!!!!

创建者 Juan V P

Jul 16, 2019

Awesome course!

创建者 Francisco M

Jul 12, 2017

Good stuff here

创建者 Tanushree P

Aug 21, 2020

Awesome course

创建者 David F

Aug 11, 2020

Great course!!

创建者 Himanshu B

May 2, 2020

amazing course

创建者 Akash D

Mar 26, 2020

Thank You! Sir

创建者 akash p

Mar 23, 2020

it was helpful

创建者 Moez S

Nov 18, 2019

Amazing course

创建者 Amin O

Sep 26, 2019

Lovely course!

创建者 George G

Dec 22, 2018

Awesome course

创建者 li m

Oct 28, 2018

very practical

创建者 Hema

Jul 19, 2018

Great course!!

创建者 Julian O

Jul 5, 2018

Great overview

创建者 Gerardo M C

Oct 11, 2017

Great course!!

创建者 Aniket B

Jun 24, 2017

Awesome course

创建者 Rateb K

Sep 28, 2020

Great Course!

创建者 MOINAK K M

Jun 18, 2020

Great course.

创建者 Nicolas M

Mar 30, 2020

Great course!

创建者 何霄

Sep 23, 2019

great course!

创建者 Oliver O

Mar 11, 2019

Great course!

创建者 Harsh S

Mar 10, 2019

Great content

创建者 Sreenivasulu B

Jan 30, 2019

Great course!

创建者 Yash R S

Jul 17, 2018

Good course!!

创建者 Ziyi W

Oct 11, 2020

very helpful