Data Analysis in R: Predictive Analysis with Regression
About this Course
Increasingly, predictive analytics is shaping companies\' decisions about limited resources. In this project, you will build a regression model to make predictions. We will start this hands-on project by exploring the dataset and creating visualizations for the dataset. By the end of this 2-hour-long project, you will be able to build and interpret the result of a simple linear regression model in R. Also, you will learn how to perform model assessments and check for assumptions using diagnostic plots. By extension, you will learn how to build and interpret the result of a multiple linear regression model. To succeed in this project, you need to be familiar with using R to describe data. If you are unfamiliar with R and want to learn the basics, start with my previous guided project, \"Getting Started with R.\" However, if you are comfortable using R, please join me on this beautiful and exciting ride! Let\'s get our hands dirty!Created by: Coursera Project Network
Related Online Courses
This course is for learners who possess a foundational understanding of Kubernetes and have some prior experience working with container orchestration. They should have a keen interest in advancing... more
This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse has revolutionized the way in which data scientists do almost every aspect of their job. We will... more
In \"Architecting with Google Kubernetes Engine: Workloads,\" you\'ll embark on a comprehensive journey into cloud-native application development. Throughout the learning experience, you\'ll... more
This course will help prepare students for developing code that can process large amounts of data in parallel on Graphics Processing Units (GPUs). It will learn on how to implement software that... more
Welcome to this course on Getting started with TensorFlow 2! In this course you will learn a complete end-to-end workflow for developing deep learning models with Tensorflow, from building,... more