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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
8,052 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:

601 - Applied Machine Learning in Python 的 625 个评论(共 1,464 个)

创建者 Saifullah

Jun 8, 2018

Well designed for practicing, helps a lot in applying ML in python

创建者 Baskaran V

Dec 29, 2017

One of the very informative from the basic to intermediate course.

创建者 Miquel M

Jun 30, 2017

Really good course. Lectures and Assignments are very interesting.

创建者 Sourabh J

Jun 20, 2017

Very Good and Relevant Course. Professor and TAs are very helpful.

创建者 Tatek E

Mar 23, 2020

Excellent presentation, exercise and reading materials. Thank you

创建者 Marc B

Jun 30, 2017

I learnt a lot about machine learning - great assignments as well

创建者 Daniel S A

May 12, 2021

Really good course if you are starting to learn Machine Learning

创建者 John P

Apr 11, 2021

Fantastic Course. Loved the quizzes and programming assignments.

创建者 Chinmay A T

Jun 24, 2020

Very Good course. Instructor explained every topic very clearly.

创建者 Nakul S

Jul 2, 2018

Great course, got to learn a lot. Very helpful discussion forum.

创建者 19IT001 A

Jul 26, 2021

Great one! Learnt In-depth working of all supervised algorithms

创建者 Bibek B

Nov 15, 2020

Well balanced course. The lecture and assignment were excellent

创建者 SIVASHANKARAN K

Jul 17, 2020

Mentor for this course is very good at explaining each concepts

创建者 Radhe R

Nov 16, 2019

Great course for someone like me with mid level skills in ML/AI

创建者 Jephter K P

Sep 5, 2017

This was an opportunity i could never miss, i have learnt a lot

创建者 Ioannis K

Feb 10, 2020

I really enjoyed the notebooks and the videos of Prof Thomson

创建者 kuleafenu j

Jan 8, 2020

I have rely enjoyed this course because it is very informative

创建者 poornanandasa

Aug 18, 2019

it was nice and everything was super and explanation was super

创建者 Sudharshana B B

Jun 15, 2019

An excellent program on applied Machine and highly recommended

创建者 Roberto L L

Jan 26, 2019

Awesome Course, I learned a lot of tools from Machine Learning

创建者 Samuel E G G

Dec 16, 2018

Fantastic. Though the teacher is not as good as the first one.

创建者 UMESH M (

Sep 1, 2021

It was good and I have learned so much about machine learning

创建者 Luciano D

Oct 18, 2020

Excellent course, and awesome teacher. He knows his stuff!!!!

创建者 Fábio R D d B

Jan 17, 2019

Great course. Good mood to expose info. Congrats for content!

创建者 Harshit K

Oct 4, 2017

One of the great courses to learn machine learning in Python.