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学生对 Coursera Project Network 提供的 Image Compression with K-Means Clustering 的评价和反馈

4.6
280 个评分

课程概述

In this project, you will apply the k-means clustering unsupervised learning algorithm using scikit-learn and Python to build an image compression application with interactive controls. By the end of this 45-minute long project, you will be competent in pre-processing high-resolution image data for k-means clustering, conducting basic exploratory data analysis (EDA) and data visualization, applying a computationally time-efficient implementation of the k-means algorithm, Mini-Batch K-Means, to compress images, and leverage the Jupyter widgets library to build interactive GUI components to select images from a drop-down list and pick values of k using a slider. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with Python, Jupyter, and scikit-learn pre-installed. Notes: - You will be able to access the cloud desktop 5 times. However, you will be able to access instructions videos as many times as you want. - This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

热门审阅

RD

Jun 28, 2020

The course was very interactive and suitable for beginners. The concepts are explained well and are easy to understand and implement yourself.

HM

Mar 29, 2020

really informative and interactive, rhyme is an ingeniously made learning platform. had a great time learning a new skill.

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1 - Image Compression with K-Means Clustering 的 25 个评论(共 47 个)

创建者 Ashok G

Apr 17, 2020

useful

创建者 Dhananjay J

Sep 21, 2020

A very simple and smooth learning experience. The guided project really helped me connect with the topic and the code being used. I had a slight fear of coding machine learning projects but this course held my hand and helped me understand and finish a project in a very short span of time

创建者 Matthew A

Dec 15, 2021

Professor was very good in his approach to this guided project. Steps were clear and explained with precise explanations. Would recommend this guided project for anyine who wants hands on experience with image compression with K-Means Clustering.

创建者 Raj D

Jun 29, 2020

The course was very interactive and suitable for beginners. The concepts are explained well and are easy to understand and implement yourself.

创建者 Harsh m

Mar 29, 2020

really informative and interactive, rhyme is an ingeniously made learning platform. had a great time learning a new skill.

创建者 Vishnu N

Oct 25, 2020

I found this a very good Guided project with Image Compression with K-Means Clustering

创建者 Mayank S

Apr 26, 2020

Great Course.

Now i know we can compress image using Kmeans.

Thankyou Snehan Kekre

创建者 TEJENDER S

Apr 12, 2020

It was great learning here a good experience. Thank you coursera

创建者 Mir T

Jun 13, 2020

An amazing tutor, and a course that anyone can take.

创建者 SHUBHAM S

May 14, 2020

Amazing high level guide with implementation.....

创建者 Satish k J

Jun 6, 2020

Great mage Compression with K-Means Clustering

创建者 Abhishek D

Jun 28, 2020

The project done is really good for beginners.

创建者 Chandrasekhara S V

Aug 1, 2020

Nice course and is taught extremely well.

创建者 Anvay R A

Jun 1, 2020

Great hands on experience !!!

创建者 Chandra J

May 14, 2020

very good and simple to learn

创建者 Nitesh R

Jun 8, 2020

great guided project course

创建者 Mohanad A N

May 29, 2020

Good and straight to point.

创建者 SUGUNA M

Nov 19, 2020

good project-based course

创建者 K J

May 18, 2020

Perfect and just right

创建者 Gangone R

Jul 3, 2020

very useful course

创建者 Diego R G

May 19, 2020

Great project!

创建者 Richa G

Jul 6, 2020

Nice Course.

创建者 MARLA S K

May 9, 2020

nice course

创建者 Partheepan

Apr 9, 2020

very useful

创建者 Al A C

Jul 25, 2020

great job!