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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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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

PS

Apr 2, 2018

Extremely useful course! You really get a lot of value from it and exactly what you would expect from such course! Very entertaining and a lot of additional educational materials! Thank You a lot!

DB

Oct 22, 2020

EXTREMELY USEFUL AND GOOD COURSE, CONGRATULATIONS TO ALL THE PEOPLE INVOLVE.Honestly, I never thought I could learn so much in an online course, excited for the rest of the specialization

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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

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Aug 12, 2021

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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

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Oct 30, 2020

Good

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Aug 10, 2020

good

创建者 RAGHUVEER S D

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Jul 25, 2020

good

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Jul 7, 2020

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Jul 1, 2020

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May 18, 2020

nice

创建者 Miriam R

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Dec 26, 2019

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创建者 Light0617

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May 12, 2019

nice

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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

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Jun 22, 2020

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Jun 2, 2019

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Dec 7, 2025

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Aug 27, 2024

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May 10, 2019

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创建者 PREDEEP K

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Nov 24, 2018

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