Chevron Left
返回到 Applied Machine Learning in Python

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

4.6
星
8,605 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

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.

FL

Oct 13, 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!!

筛选依据：

651 - Applied Machine Learning in Python 的 675 个评论（共 1,574 个）

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 9, 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 Vpoorna N

•

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.

创建者 AliYavari

•

Jun 20, 2022

It was a great start through my journey toward data science.

创建者 Veronika S

•

Oct 10, 2021

It is a great course! :) Clearly explained and good practice

创建者 BENJAMÍN E V

•

Oct 11, 2020

Very complete course, great professor and a good assignments

创建者 Mega D

•

Oct 15, 2019

Great class with very informative examples, and applicatoins

创建者 ANURAG S

•

Sep 18, 2019

Course was fully explained in details and with good exercise

创建者 Ayon B

•

Oct 19, 2018

Good course. And challenging indeed, especially the quizzes.

创建者 Sathvik K

•

Aug 28, 2018

great for learning how to practically apply machine learning

创建者 Sunil S

•

Jul 5, 2018

Great course for implementing machine learning using python.

创建者 VANAJAKUMARI D

•

Jun 23, 2024

Very useful for me to get the way of step up MIL Algorithms

创建者 Wai Y P S

•

Jun 21, 2021

Thanks you so much University of Michigan for Great course

创建者 Fernando G

•

Mar 16, 2021

Excellent course! Well paced and you end up learning a lot!

创建者 Deleted A

•

May 18, 2020

A very nice course from the implementation point of view!!!

创建者 Ruslan M

•

Jan 26, 2019

Sometimes the lecturer is boring but overall perfect course

创建者 Maciej W

•

Jul 8, 2018

Very informative, broad, hands-on course. Strong recommend.