Project: Predicting Salaries with Simple Linear Regression in R

Offert par
Rhyme
Dans ce projet guidé, vous :

Solve regression problems in R.

Create, train, test and visualize a linear regression model in R.

Clock2 hours
BeginnerDébutant
CloudAucun téléchargement requis
VideoVidéo en écran partagé
Comment DotsAnglais
LaptopDesktop only

In this 1-hour long project-based course, you will learn how to create a simple linear regression algorithm and use it to solve a basic regression problem. By the end of this project, you will have built, trained, tested, and visualized a Regression model that will be able to accurately predict the salary of a data scientist if provided with some information about years of experience. In order to be successful in this project, you should just know the basics of R. 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.

Les compétences que vous développerez

Simple Linear RegressionMachine LearningR Programming

Apprendrez étape par étape

Votre enseignant(e) vous guidera étape par étape, grâce à une vidéo en écran partagé sur votre espace de travail :

  1. Importing the dataset

  2. Performing train/test splits

  3. Fitting the model and making Predictions

  4. Visualizing training set results

Comment fonctionnent les projets guidés

Votre espace de travail est un bureau virtuel situé dans votre navigateur, aucun téléchargement n'est requis

Votre enseignant(e) vous guide étape par étape dans une vidéo en écran partagé

Foire Aux Questions

Foire Aux Questions

  • By purchasing a guided project, you'll get everything you need to complete the guided project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.

  • Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, guided projects are not available on your mobile device.

  • Guided project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.

  • You can download and keep any of your created files from the guided project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.

  • Financial aid is not available for guided projects.

  • Auditing is not available for guided projects.

  • At the top of the page, you can press on the experience level for this guided project to view any knowledge prerequisites. For every level of guided project, your instructor will walk you through step-by-step.

  • Yes, everything you need to complete your guided project will be available in a cloud desktop that is available in your browser.

  • You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.