Hands On Training

Modeling with Data in the Tidyverse

Name: Modeling with Data in the Tidyverse
Brand: Careervira
Price: 149 USD
Availability: InStock
Rating: 5.0 (3 reviews)

DataCamp

(3)

Course Report

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Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

This course will show you how to use data to create models. Models attempt to capture the relationship between an outcome variable of interest and a series of explanatory/predictor variables. These models can be used for explanation (e.g. Does knowing the ages and teaching methods of professors help explain their teaching evaluation scores? Predictive purposes (e.g. Predictive purposes (e.g. These models can be built and interpreted with your tidyverse skills. This course will focus on linear regression. It is the easiest and most popular method of modeling. This type of thinking is used in many areas, including statistics, causal inference and machine learning.

Highlights

Rating & Reviews

Top 30 Percentile

Pedagogy

Top 10 Percentile

Parameters

Pedagogy

Acquire all major Data Analytics skills in this course for seamless integration into your daily life. Develop a versatile skill set, allowing you to confidently apply what you've learned in various practical scenarios, enhancing your daily experiences and overall proficiency. An exceptional course in Data Analytics, this stands out for its Self Paced learning approach. Learners have the flexibility to progress at their own speed, tailoring the experience to their individual needs. With a focus on cultivating industry-relevant skills, this course ensures that learners attain a skillset aligned with current industry demands.

Rating & Reviews

This highly acclaimed course is among the top-rated in Data Analytics, boasting a rating greater than 4 and an overall rating of 5.0. Its exceptional quality sets it apart, making it an excellent choice for individuals seeking top-notch learning experience in Data Analytics.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Working with Data in the Tidyverse

What You Will Learn

In this course, you will learn to model with data. Models attempt to capture the relationship between an outcome variable of interest and a series of explanatory/predictor variables

You will leverage your tidyverse skills to construct and interpret such models

This course centers around the use of linear regression, one of the most commonly-used and easy to understand approaches to modeling

Course Content

Expand all sections

Module 1: Introduction to Modeling

Module 2: Modeling with Basic Regression

Module 3: Modeling with Multiple Regression

Module 4: Model Assessment and Selection

Course Instructors

Albert Y. Kim

Assistant Professor of Statistical & Data Sciences

Instructor at Data Camp

Course Reviews

Average Rating Based on 3 reviews

5.0

100%