Chevron Left
返回到 Predict Sales Revenue with scikit-learn

学生对 Coursera Project Network 提供的 Predict Sales Revenue with scikit-learn 的评价和反馈

4.5
222 个评分
42 条评论

课程概述

In this 2-hour long project-based course, you will build and evaluate a simple linear regression model using Python. You will employ the scikit-learn module for calculating the linear regression, while using pandas for data management, and seaborn for plotting. You will be working with the very popular Advertising data set to predict sales revenue based on advertising spending through mediums such as TV, radio, and newspaper. By the end of this course, you will be able to: - Explain the core ideas of linear regression to technical and non-technical audiences - Build a simple linear regression model in Python with scikit-learn - Employ Exploratory Data Analysis (EDA) to small data sets with seaborn and pandas - Evaluate a simple linear regression model using appropriate metrics This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, 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 Jupyter and Python 3.7 with all the necessary libraries 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

SA
Jul 19, 2020

This course give enough base understanding on how to work with simple linear regression. The instructor explanation was also so easy to understand.

GR
Jul 7, 2020

After I did this guided project, I was able to build simple regression models by applying the skills I learnt.

筛选依据:

1 - Predict Sales Revenue with scikit-learn 的 25 个评论(共 42 个)

创建者 Sumit M

May 4, 2020

Good as an introduction but not in depth.

创建者 Apurv G

Mar 30, 2020

Its not a Project. Its just a small course about liner regression. may be good for new learner but if you already have a knowledge of regressions in python its waste of time. and the tool used is virtual pc which is very slow 10 min video takes 1 hour to complete.

创建者 Lilya N B

Sep 9, 2020

In this guided project, you will practice simple EDA with the seaborn library, you will create a simple linear regression model and learn the basics about linear regression and also other quick tips. It is short and to the point. Highly recommended !

创建者 SY. R M A

Jul 20, 2020

This course give enough base understanding on how to work with simple linear regression. The instructor explanation was also so easy to understand.

创建者 Goldy J R

Jul 8, 2020

After I did this guided project, I was able to build simple regression models by applying the skills I learnt.

创建者 Arnab S

Aug 21, 2020

A very good course for anyone who wants a hands-on experience before starting a real-world project

创建者 Rohit L

Aug 4, 2021

b​rilliant course for getting head start in ML and scikit learn

创建者 Ashray G

May 20, 2020

Gain a simple understanding of Simple Linear Regression.

创建者 Marc L

Oct 8, 2020

This was a really good course. Highly recommended.

创建者 Dr. M N

May 12, 2020

Excellent course for prediction analysis.

创建者 NUR S B A K

Oct 19, 2020

Good to refresh your memory on the topic

创建者 Budi S

Mar 14, 2020

awesome with this project course

创建者 Ana C d A M

Oct 27, 2020

Good teacher and explanation!

创建者 MUKHAMMAD F A R

Aug 7, 2020

that's very good thank you

创建者 Etape D

Mar 6, 2020

I loved his explanations.

创建者 Pavithra K

Aug 24, 2020

just right for beginners

创建者 Widhi A P

Jul 20, 2020

Very good for beginner

创建者 Gangone R

Jul 2, 2020

very useful course

创建者 FRANSESCO M

Jun 26, 2020

Very nice Project

创建者 Shashank S

Jun 10, 2020

Awesome project

创建者 cristhian e c t

Jan 4, 2021

very compelted

创建者 Sibananda m

Jun 12, 2020

nice to learn

创建者 shiva s

Mar 16, 2020

great course

创建者 Muhammad M

Dec 25, 2020

informative

创建者 Rakshitha R p

Jun 11, 2020

Very good