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

4.6
8,094 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

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

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.

筛选依据:

1251 - Applied Machine Learning in Python 的 1275 个评论(共 1,478 个)

创建者 Stephen R

May 8, 2018

创建者 J N

May 23, 2021

创建者 Pierre D

May 1, 2021

创建者 Michel H

Jan 23, 2020

创建者 Samantha

Apr 5, 2020

创建者 Koffi K

Oct 14, 2019

创建者 Nicholas P

Dec 29, 2020

创建者 WhiteCR

Feb 15, 2020

创建者 Massimo T

Nov 12, 2019

创建者 soymilk

Oct 3, 2020

创建者 Falak S

Oct 28, 2020

创建者 Haldankar S N

May 29, 2020

创建者 YJFKD

May 19, 2020

创建者 Sumit t

Jun 23, 2020

创建者 Niv B

Jul 30, 2018

创建者 Sabin A

May 31, 2021

创建者 Setiadi S

Jul 27, 2020

创建者 tqch

Jul 24, 2020

创建者 Claire-Isabelle C

Jun 24, 2017

创建者 Saori Y

Jul 22, 2020

创建者 SAYANTAN B

May 9, 2020

创建者 Lucas C R

Jul 29, 2022

创建者 ABHAY T

Oct 31, 2020

创建者 Hanchi W

May 18, 2019

创建者 Vishwanath V

Dec 19, 2020