Name: Linear Regression with Python
Brand: Coursera
Availability: OnlineOnly
Rating: 4.6 (52 reviews)

学员评论和反馈 Linear Regression with Python

4.6438 条评论

关于本课程

In this 2-hour long project-based course, you will learn how to implement Linear Regression using Python and Numpy. Linear Regression is an important, fundamental concept if you want break into Machine Learning and Deep Learning. Even though popular machine learning frameworks have implementations of linear regression available, it's still a great idea to learn to implement it on your own to understand the mechanics of optimization algorithm, and the training process.

Since this is a practical, project-based course, you will need to have a theoretical understanding of linear regression, and gradient descent. We will focus on the practical aspect of implementing linear regression with gradient descent, but not on the theoretical aspect. Note: 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.

精选评论

4.0评论日期：Apr 17, 2020

It was clear to understand any student to learn linear regression with python

4.0评论日期：Apr 2, 2020

Explain more about what the code do, as I've to google it and try to figure out which wasted a lot of time, thank you

5.0评论日期：May 12, 2021

Great project best for people who wants to better understand the maths behind machine learning

4.0评论日期：Aug 6, 2021

The guided project is nice for the beginners. The only problem I had was to figure out what is the right learning rate for the solution. and I am still not able to figure it out.

5.0评论日期：Apr 25, 2020

Great to perform hands-on training while learning through the video lecture

5.0评论日期：May 30, 2020

Very practical class. Just with less than an hour I got good idea. Thank Coursera and the instructor

5.0评论日期：May 27, 2020

This topic is useful for Algebraic Linear Regression Equation.

5.0评论日期：May 24, 2020

Great course.Learn new topics like forward passing and backward passing to update parameters for prediction in regression

4.0评论日期：Apr 16, 2020

This was my first guided project on coursera and I decided to go with something small. This project just motivated me to take up more projects on the platform

5.0评论日期：Aug 3, 2020

linear Regression with python is very full for project implementation as well as Research data implementation.

4.0评论日期：Oct 31, 2020

good course and taught new concepts of libraries in python

5.0评论日期：Jun 4, 2020

Good refresher course on linear regression! It would have been great had the Instructor covered few of the statical tests or multivariate regression model.

所有审阅

显示：20/52

Keerthana N

4.0

评论日期：Apr 17, 2020

This was my first guided project on coursera and I decided to go with something small. This project just motivated me to take up more projects on the platform

AKASH MAHADEO PATIL

5.0

评论日期：Apr 26, 2020

Great to perform hands-on training while learning through the video lecture

Sarthak Mahendra Phatate

5.0

评论日期：Apr 29, 2020

Good with the whole explanation from scratch

Abhirup Hazra

5.0

评论日期：May 14, 2020

Good Fundamentals of Linear Regression

Muhammad Mumtaz

5.0

评论日期：Apr 20, 2020

The course instructor is amazing.

Radhemohan Yadav

5.0

评论日期：Apr 30, 2020

Good Experience

Ashwin Perti

5.0

评论日期：Apr 21, 2020

Great Course

MARAM ANANTHA GUPTHA

5.0

评论日期：May 13, 2020

Nice course

purnachand kollapudi

5.0

评论日期：May 12, 2020

Awesome

Rohith

5.0

评论日期：May 14, 2020

good

Aatif Jamshed

5.0

评论日期：Apr 24, 2020

Good

ADITYA RATHORE

4.0

评论日期：Apr 3, 2020

Explain more about what the code do, as I've to google it and try to figure out which wasted a lot of time, thank you

Rupali Kumari

4.0

评论日期：Apr 18, 2020

It was clear to understand any student to learn linear regression with python

PRASANNA VENKATESAN R

4.0

评论日期：Apr 19, 2020

Good for beginners, interface could have been better

SUPRIYA AKUMURI

4.0

评论日期：May 16, 2020

good ,it helps to students for learning

Ratnadeep Malakar

5.0

评论日期：Jun 5, 2020

The course was very nice, I have experienced this kind of learning first time where I can do the task along with the instructor which was very exciting. Only the Rhyme platform lags a bit, otherwise everything is perfect. Though some parts could have been explained in detailed manner. But those who have some basic knowledge of Python and higher level mathematics can easily do this course. I will surely recommend it to others.

Sahori Seefoo

5.0

评论日期：Oct 28, 2020

I liked the hands-on project a lot, I have followed some courses related to linear regression already and being able to put the theory to practice with this project was really good. Also, I appreciate that the instructor explains with enough detail the steps to be follow and, even as a rookie in python, understanding how to create the model was easy thanks to him :)

sidnei fc

5.0

评论日期：Oct 31, 2023

The project is well-structured and practical. It introduces the fundamentals of linear regression and its implementation using Python in a very intuitive way. The hands-on projects provide valuable real-world experience, and the instructor's clear explanations make complex concepts accessible.

Marc Larock

5.0

评论日期：Oct 6, 2020

This was a good course. The VM got a little glitchy a couple of times, but nothing too bad. If you aren't familiar with the mechanics of linear regression and the gradient descent algorithm, take a look before you do the project. That's what I did and it served me very well.

Atul Shelar

5.0

评论日期：Jun 4, 2020

Good refresher course on linear regression! It would have been great had the Instructor covered few of the statical tests or multivariate regression model.