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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

篩選依據:

701 - Applied Machine Learning in Python 的 725 個評論(共 1,090 個)

創建者 Черненко Р А

Jan 24, 2020

Excelent cource!

創建者 Sheron M

Oct 03, 2019

Excellent course

創建者 ANUBHAV K

Mar 17, 2019

very good course

創建者 PHAM A T

Mar 12, 2019

excellent course

創建者 Shaukat

Feb 11, 2019

excellent course

創建者 Akash C

Dec 09, 2018

Excellent Course

創建者 Ali F

Nov 27, 2018

Excellent Course

創建者 Anthony D

Sep 06, 2018

Essential curse!

創建者 Rahul N P

Jun 15, 2018

Thank you Kevyn!

創建者 Roshani K

Jul 13, 2020

Awesome course.

創建者 Tony L

Jan 01, 2020

Great exercise!

創建者 Haris P D

Dec 11, 2019

A great course!

創建者 ashish k

Oct 22, 2019

awesome!!!!!!!!

創建者 Juan V P

Jul 16, 2019

Awesome course!

創建者 Francisco M

Jul 12, 2017

Good stuff here

創建者 Himanshu B

May 02, 2020

amazing course

創建者 Akash D

Mar 26, 2020

Thank You! Sir

創建者 akash p

Mar 23, 2020

it was helpful

創建者 Moez S

Nov 18, 2019

Amazing course

創建者 Amin O

Sep 26, 2019

Lovely course!

創建者 George G

Dec 23, 2018

Awesome course

創建者 li m

Oct 29, 2018

very practical

創建者 Hema R

Jul 20, 2018

Great course!!

創建者 Julian O

Jul 05, 2018

Great overview

創建者 Gerardo M C

Oct 12, 2017

Great course!!