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

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.

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：

1076 - Applied Machine Learning in Python 的 1100 个评论（共 1,599 个）

创建者 John P

•

May 4, 2018

Thank you!

创建者 Rafa C

•

Jun 29, 2017

Very good!

创建者 Parth D 2

•

Dec 22, 2025

Excellent

创建者 Msugh A

•

Jul 13, 2025

excellent

创建者 Sayan M

•

Aug 22, 2021

VERY GOOD

创建者 Javier G

•

Aug 21, 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 24, 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 12, 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 A P

•

Nov 24, 2018

THE BEST!

创建者 Saumya S

•

Sep 12, 2018

excellent

创建者 timetraveller

•

Sep 7, 2018

nice shiz

创建者 Srilatha T

•

Jan 9, 2018

excellent

创建者 Arnab

•

Nov 3, 2017

Excellent