Chevron Left
返回到 Applied Machine Learning in Python

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

6,846 个评分
1,238 条评论


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....


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!!

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


826 - Applied Machine Learning in Python 的 850 个评论(共 1,218 个)


Sep 9, 2020

Great Course

创建者 Shu

Jul 1, 2020

Good course!

创建者 MOHD N B A L

Apr 24, 2020

good example

创建者 Kukuh S W

Apr 14, 2020

Great course

创建者 Vinay K M

Feb 8, 2020

Just Awesome


Dec 29, 2019

great course

创建者 Jimmy L

Oct 21, 2019

Great Course

创建者 Hanna L

Sep 2, 2019

Great class!

创建者 Muhammad A a

Mar 6, 2019

Great course

创建者 Juan M C T

Oct 23, 2018

Great course

创建者 Jiang H

Aug 5, 2018

Nice course!

创建者 Raghuram V

May 30, 2018

Great course

创建者 Ali A

Mar 22, 2018


创建者 Aviv N

Jul 16, 2017

great course

创建者 Seth M

Jun 24, 2017

Great Class!

创建者 Tahir S

Jun 19, 2017

best I think

创建者 Babakaka A H

Oct 30, 2020


创建者 Serafeim L

Oct 2, 2020

Great class

创建者 Ivan S

Sep 29, 2020

I liked it!


Aug 11, 2020

Good Course

创建者 shubham z

Jun 11, 2020

good course

创建者 Pornpra C

Jun 11, 2020

Good course

创建者 Harshit L

Mar 21, 2020

good course


Jul 23, 2019

NIce Course

创建者 Aries F

May 28, 2019