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学生对 University of Michigan 提供的 Applied Machine Learning in Python 的评价和反馈

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8,771 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

JL

Aug 19, 2018

Concise and clear presentation of the material with the majority of time focused around using TDD to learn and practice concepts through developing solutions to open ended coding challenges.

RS

Jun 9, 2020

The course was really interesting to go through. All the related assignments whether be Quizzes or the Hands-On really test the knowledge. Kudos to the mentor for teaching us in in such a lucid way.

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1151 - Applied Machine Learning in Python 的 1175 个评论（共 1,599 个）

创建者 priyanshu s

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Nov 9, 2021

good

创建者 Shivam M

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Nov 4, 2021

good

创建者 Byron

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Oct 30, 2021

nicd

创建者 karra A

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Oct 28, 2021

Good

创建者 SYED A A

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Oct 4, 2021

GOOD

创建者 ANDRES C F G

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Aug 12, 2021

good

创建者 Pedro A C

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May 4, 2021

bala

创建者 MD M H

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Nov 4, 2020

Nice

创建者 ISHAN M

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Oct 30, 2020

Good

创建者 �SADHARAN G

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Aug 10, 2020

good

创建者 RAGHUVEER S D

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Jul 25, 2020

good

创建者 N. S

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Jul 7, 2020

good

创建者 Arif S

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Jul 1, 2020

good

创建者 parmar p

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May 18, 2020

nice

创建者 Miriam R

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Dec 26, 2019

good

创建者 Light0617

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May 12, 2019

nice

创建者 Shishir N

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Jan 9, 2019

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创建者 Jimut B P

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Oct 7, 2018

Nice

创建者 Yi-Yang L

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Jul 2, 2017

Nice

创建者 SURAJ K

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Jun 22, 2020

osm

创建者 Shilpi G

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Jun 2, 2019

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创建者 Raymundo L L

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Dec 7, 2025

OK

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Aug 27, 2024

ok

创建者 Magdiel A

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May 10, 2019

ok

创建者 PREDEEP K

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Nov 24, 2018

ok