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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
7,745 个评分
1,415 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

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!!

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:

876 - Applied Machine Learning in Python 的 900 个评论(共 1,399 个)

创建者 Aakash T

Oct 22, 2020

Very Nice course

创建者 Shreyashi B

Oct 15, 2020

excellent course

创建者 Maneesh K

Sep 28, 2020

Excellent course

创建者 Roux H D

Sep 15, 2020

Great Professor!

创建者 Gaurav K

Aug 19, 2020

Very good course

创建者 Minhazul A

Jul 16, 2020

excellent course

创建者 Nicolas G

Jun 29, 2020

very goof course

创建者 Abdalrhman H

Jun 27, 2020

Excellent course

创建者 Sai k

Jun 5, 2020

very good course

创建者 Dhanya N

May 20, 2020

wonderful course

创建者 Dean F

May 11, 2020

Fantastic course

创建者 Руслан Ч

Jan 24, 2020

Excelent cource!

创建者 Sheron M

Oct 3, 2019

Excellent course

创建者 ANUBHAV K

Mar 17, 2019

very good course

创建者 PHAM A T

Mar 12, 2019

excellent course

创建者 Shaukat

Feb 11, 2019

excellent course

创建者 Akash C

Dec 9, 2018

Excellent Course

创建者 Ali F

Nov 27, 2018

Excellent Course

创建者 Anthony D

Sep 6, 2018

Essential curse!

创建者 Rahul N P

Jun 14, 2018

Thank you Kevyn!

创建者 Ashish S

Jan 25, 2021

Very helpfull!!

创建者 Baglan O

Dec 13, 2020

the best course

创建者 Paul N

Sep 22, 2020

Great Course!!!

创建者 roshani k

Jul 13, 2020

Awesome course.