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學生對 密歇根大学 提供的 Applied Machine Learning in Python 的評價和反饋

4.6
6,161 個評分
1,108 條評論

課程概述

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....

熱門審閱

FL

Oct 14, 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!!

OA

Sep 09, 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

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676 - Applied Machine Learning in Python 的 700 個評論(共 1,090 個)

創建者 Nithin R

Dec 25, 2018

contents are good.

創建者 TAIBUR R

Dec 11, 2018

i love this course

創建者 Sylvain D

Sep 17, 2018

Great review of ML

創建者 Senquan C

Feb 12, 2018

very Good practice

創建者 Sanjay K

Jan 30, 2018

Awesome Insturctor

創建者 Birbal

Jul 18, 2017

Excellent learning

創建者 Hans C P

Jun 26, 2020

Excellent course.

創建者 Radhika P

Jun 03, 2020

it was wonderfull

創建者 Ayush P

May 26, 2020

Excellent Faculty

創建者 Hassan N

Jan 26, 2020

That's Very Great

創建者 Vinit D

Jan 10, 2020

Excellent Course!

創建者 Steven G

Nov 05, 2019

Excellent course.

創建者 Noureddine B

Sep 18, 2018

Excellent course.

創建者 Mohit K

Sep 09, 2018

Wonderful Course.

創建者 Evgeny V

Apr 04, 2018

Excellent course!

創建者 Praneet N

Jan 09, 2018

i love the course

創建者 Adolfo E

Oct 07, 2017

Excellent course!

創建者 Luiz H Q L

Jun 26, 2017

Excellent course.

創建者 Minhazul A

Jul 16, 2020

excellent course

創建者 Nicolas G

Jun 29, 2020

very goof course

創建者 Abdalrhman H

Jun 27, 2020

Excellent course

創建者 Sai k

Jun 05, 2020

very good course

創建者 Dhanya N

May 20, 2020

wonderful course

創建者 Dr. V K S

May 11, 2020

Fantastic course