Chevron Left
返回到 Applied Machine Learning in Python

学生对 University of Michigan 提供的 Applied Machine Learning in Python 的评价和反馈

4.6
星
8,770 个评分

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

PS

Apr 2, 2018

Extremely useful course! You really get a lot of value from it and exactly what you would expect from such course! Very entertaining and a lot of additional educational materials! Thank You a lot!

DB

Oct 22, 2020

EXTREMELY USEFUL AND GOOD COURSE, CONGRATULATIONS TO ALL THE PEOPLE INVOLVE.Honestly, I never thought I could learn so much in an online course, excited for the rest of the specialization

筛选依据：

926 - Applied Machine Learning in Python 的 950 个评论（共 1,599 个）

创建者 Omachonu J D

•

Jun 26, 2017

Simplified and direct.

创建者 Kiarash R

•

Sep 24, 2022

really good course ..

创建者 utkarsh r

•

Apr 17, 2020

It was a great course

创建者 Jose J M T

•

Jul 8, 2017

Muy bien estructurado

创建者 Kapil S

•

Oct 19, 2022

its the best course

创建者 sushant p

•

Jun 8, 2021

Great course overall

创建者 Sabarinath G

•

Sep 10, 2020

Extraordinary course

创建者 Wenlei Y

•

Nov 10, 2019

Super great course!!

创建者 Ranabir G

•

Jun 4, 2018

Assignments are good

创建者 Caio V C M

•

Mar 20, 2022

Excelente curso!!!!

创建者 JAVIER P

•

Dec 17, 2020

Excelent. Thank you

创建者 Charanpreet S B

•

Jul 17, 2020

Extremely Helpful |

创建者 Jing H L

•

May 26, 2020

I like this course.

创建者 Ramaknt D

•

Mar 27, 2019

super..............

创建者 张超

•

Oct 10, 2018

很好的课程，但是不适合我现在的学习阶段

创建者 sagar s

•

Sep 30, 2018

Awesome. Worth it!.

创建者 Ritik K G 2

•

Dec 22, 2025

excellent learning

创建者 TOKPLO F

•

Jun 3, 2020

i like this course

创建者 Radha S

•

Dec 5, 2019

Excellent course !

创建者 Nithin R

•

Dec 25, 2018

contents are good.

创建者 Taibur R

•

Dec 11, 2018

i love this course

创建者 Sylvain D

•

Sep 17, 2018

Great review of ML

创建者 Sam C

•

Feb 11, 2018

very Good practice

创建者 Sanjay K

•

Jan 29, 2018

Awesome Insturctor

创建者 Birbal V

•

Jul 17, 2017

Excellent learning