Courses
Data Science for Everyone
Introduction to Python
Introduction to R
Introduction to SQL
Introduction to Tableau
Introduction to Power BI
Introduction to Data Engineering
Introduction to Data Visualization with ggplot2
Introduction to PySpark
Introduction to Statistics in Speadsheets
Data-Driven Decision Making for Business
Introduction to SQL Server
See all courses
Python Data Science Toolbox (Part 1)
Reporting in SQL
Data Manipulation with pandas
Data-Driven Decision Making in SQL
Introduction to Statistics in Python
Introduction to Statistics in R
Statistical Techniques in Tableau
Supervised Learning with scikit-learn
Python Data Science Toolbox (Part 2)
Introduction to Natural Language Processing in R
Intermediate Data Modeling in Power BI
Cleaning Data in Python
See all courses
Modeling with tidymodels in R
Analyzing Survey Data in R
Hyperparameter Tuning in Python
Building Recommendation Engines in Python
Developing Python Packages
Feature Engineering with PySpark
Machine Learning with Tree-Based Models in Python
Machine Learning with Tree-Based Models in R
Intermediate Regression in R
Advanced Deep Learning with Keras
Object-Oriented Programming in Python
Machine Learning with caret in R
See all courses
Data Engineering for Everyone
Database Design
AWS Cloud Concepts
Building Data Engineering Pipelines in Python
ETL in Python
Introduction to Airflow in Python
Introduction to Data Engineering
NoSQL Concepts
Streaming Concepts
See Data Engineering Courses
Data Analysis in Excel
Exploratory Data Analysis in Power BI
Data Analysis in Spreadsheets
Exploratory Data Analysis in Python
Exploratory Data Analysis in SQL
Exploratory Data Analysis in R
Bayesian Data Analysis in Python
Fundamentals of Data Analysis in R
See Data Analysis Courses
Introduction to Data Science in Python
Introduction to Python
Introduction to R
Introduction to SQL
Introduction to SQL Server
Intermediate Python
Intermediate R
Intermediate SQL
Python Data Science Toolbox (Part 1)
See all courses
Introduction to Importing Data in Python
Introduction to Importing Data in R
Cleaning Data in Python
Cleaning Data in R
Intermediate Importing Data in Python
Web Scraping in Python
Streamlined Data Ingestion with pandas
Connecting Data in Tableau
Cleaning Data with PySpark
Data Preparation in Power BI
See all courses
Joining Data in SQL
Data Manipulation with pandas
Data Transformation in Power BI
Intermediate DAX in Power BI
Data Analysis in Excel
Joining Data with pandas
Data Manipulation with dplyr
Exploratory Data Analysis in SQL
PostgreSQL Summary Stats and Window Functions
See all courses
Statistical Thinking in Python (Part 1)
Statistical Thinking in Python (Part 2)
Exploratory Data Analysis in Python
Introduction to Statistics in R
Introduction to Regression in R
Correlation and Regression in R
Exploratory Data Analysis in R
Introduction to Statistics in Spreadsheets
Time Series Analysis in Python
See all courses
Machine Learning for Everyone
Unsupervised Learning in Python
Introduction to Deep Learning in Python
Cluster Analysis in Python
Machine Learning with Tree-Based Models in Python
Introduction to Natural Language Processing in Python
Supervised Learning in R: Classification
AI Fundamentals
Machine Learning for Business
See Machine Learning Courses
Data Visualization for Everyone
Introduction to Power BI
Introduction to Tableau
Data Visualization in R
Data Visualization in Spreadsheets
Introduction to Data Visualization with Seaborn
Intermediate Data Visualization with Seaborn
Creating Dashboards in Tableau
Data Visualization in Power BI
See Data Visualization courses
Introduction to Python for Finance
Introduction to R for Finance
Introduction to Portfolio Risk Management in Python
Financial Trading in Python
Financial Modeling in Spreadsheets
Quantitative Risk Management in Python
Credit Risk Modeling in Python
Financial Analytics in Spreadsheets
Importing and Managing Financial Data in Python
See all courses
Reporting with R Markdown
Analyzing Business Data in SQL
Data Communication Concepts
Reporting in SQL
Building Dashboards with shinydashboard
Case Studies: Building Web Applications with Shiny in R
Building Dashboards with flexdashboard
Report Design in Power BI
See all courses
Tracks
Data Literacy
Python Fundamentals
Python Programming
R Programming
Data Manipulation with R
Data Manipulation with Python
Power BI Fundamentals
Machine Learning Fundamentals with Python
SQL Fundamentals
Marketing Analytics
See all Skill Tracks
Data Analyst with R
Data Analyst with Python
Data Analyst with Power BI
Data Scientist with R
Data Scientist with Python
Python Programmer
R Programmer
Data Engineer with Python
Machine Learning Scientist with R
Machine Learning Scientist with Python
See all Career Tracks
Python
See Python Courses
Introduction to Python
Introduction to Data Science in Python
Intermediate Python
Python Data Science Toolbox (Part 1)
Writing Efficient Python Code
See Tracks
Python Fundamentals
Python Toolbox
Python Programmer
Importing & Cleaning Data with Python
Machine Learning Fundamentals with Python
R
See R Courses
Introduction to R
Introduction to the Tidyverse
Intermediate R
Data Manipulation with dplyr
Introduction to Data Visualization with ggplot2
See Tracks
R Programming
Importing & Cleaning Data with R
Tidyverse Fundamentals with R
Shiny Fundamentals
Data Visualization with R
SQL
See SQL Courses
Introduction to SQL
Introduction to SQL Server
Joining Data in SQL
Intermediate SQL
Introduction to Relational Databases in SQL
See Tracks
SQL Fundamentals
SQL Server Fundamentals
SQL for Business Analysts
SQL for Database Administrators
SQL Server for Database Administrators
PowerBI
See Power BI Courses
Introduction to Power BI
DAX Functions in Power BI
Data Modelling in Power BI
Exploratory Data Analysis in Power BI
Reports in Power BI
Tableau
See Tableau Courses
Introduction to Tableau
Tableau Fundamentals
Analyzing Data in Tableau
Creating Dashboards in Tableau
Connecting Data in Tableau
Statistical Techniques in Tableau
Shell
See Shell Courses
Introduction to Shell
Introduction to Bash Scripting
Data Processing in Shell
Excel & Spreadsheets
See Excel & Spreadsheet
Introduction to Spreadsheets
Data Analysis in Excel
Data Analysis in Spreadsheets
Intermediate Spreadsheets
Pivot Tables in Spreadsheets
Data Visualization in Spreadsheets
Introduction to Python
Introduction to R
Introduction to SQL
Deep Learning in Python
Data Science for Everyone
Data-Driven Decision Making for Business
Introduction to Statistics in Spreadsheets
Introduction to Data Engineering
Introduction to Tableau
Creating Dashboards in Tableau
Data Literacy Fundamentals
Python Fundamentals
R Programming
Python Programming
SQL Fundamentals
Tableau Fundamentals
How to Become a Data Scientist
How to Make Time for Learning
The 9 Most In-Demand Skills in the Data Industry
What Exactly is Data?
What is A/B Testing?
Quantitative vs. Qualitative Data
An Overview of Descriptive Statistics
Python
R
SQL
Power BI
Tableau
Shell
Git
Scala
Data Science for Everyone
Data Science for Business
Data Scientist with R
Data Scientist with Python
Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
Data Analysis in Excel
Data Analysis in Spreadsheets
Data Engineering for Everyone
Introduction to Data Engineering
Data Engineer with Python
Database Design
AWS Cloud Concepts
NoSQL Concepts
Machine Learning for Everyone
Machine Learning Scientist with Python
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
Writing Efficient Python Code
Python Data Science Toolbox (Part 1)
Joining Data in SQL
Data Manipulation with pandas
Data Analysis in Excel
Cleaning Data with PySpark
Creating Chatbots in Python
Data-Driven Decision Making in SQL
Improving Your Data Visualizations in Python
Reporting in SQL
R Programming
Python Programming
Data Visualization with Python
Spreadsheet Fundamentals
Data Skills for Business
Python Seaborn Cheat Sheet
Pandas Cheat Sheet: Data Wrangling in Python
Importing Data in Python Cheat Sheet
Data Visualization Cheat Sheet
PySpark Cheat Sheet: Spark in Python
Jupyter Notebook Cheat Sheet
Data Science Cheat Sheet for Business Leaders
Workspace
Get Started
Templates
Integrations
Documentation
Competitions
Join a Competition
Skills Assessments
Take an Assessment
Data Science for Everyone
Data Engineering for Everyone
Machine Learning for Everyone
Data Visualization for Everyone
Cloud Computing for Everyone
Introduction to Portfolio Risk Management in Python
Introduction to Python for Finance
Financial Analytics in Spreadsheets
Marketing Analytics for Business
Machine Learning for Business
Python Programmer
R Programmer
Data Scientist with R
Data Scientist with Python
Data Analyst with R
Data Analyst with Python
Data Engineer with Python
Statistician with R
Machine Learning Scientist with Python
DataFramed: Launching a Data Career in 2022
5 Places to Host Your Data Science Portfolio
How to Become a Data Engineer
How to Become a Machine Learning Engineer
How to Become a Data Architect
Find a data job
Data Science for Everyone
Data Science for Business
Introduction to Data Science in Python
Data Manipulation with pandas
Data Types for Data Science in Python
Data Scientist with R
Data Scientist with Python
Data Analysis in Excel
Data Analysis in Spreadsheets
Exploratory Data Analysis in Python
Exploratory Data Analysis in SQL
Exploratory Data Analysis in R
Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
Data Engineering for Everyone
Introduction to Data Engineering
Database Design
AWS Cloud Concepts
NoSQL Concepts
Data Engineer with Python
Machine Learning for Everyone
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
Machine Learning with Tree-Based Models in Python
Machine Learning Scientist with Python
Machine Learning Scientist with R
Workspace
Get Started
Templates
Create a Word Cloud
Visualize a Heatmap
Calculate Percent Changes, Lags, and Shifts on Time Series
Find and Visualize Clusters with K-Means
Analyze Multiple Time Series
Network Analysis
Sentiment Analysis Prediction
See all templates
Datasets
E-Commerce Data
Google Play Store Apps
Netflix Movie Data
Measles Data
See all datasets
Integrations
Github
Dropbox
S3 Bucket
Redshift
PostgreSQL
Documentation
What is DataCamp Workspace?
Getting Started
Creating a Workspace
Creating a Publication
Support
Find a Data Job
Senior Data Scientist, Analytics
Senior Data Scientist, Analytics
Data Scientist
Senior Data Analyst
Data Scientist, CryptoEconLab
Analytics Engineer
See all open positions
Hire Data Professionals
Certification
Gain a Professional Certfication
Get Certified
Data Scientist Certification
Data Analyst Certification
Documentation
Data Analyst Certification
Data Scientist Certification
Resources
Webinars
Live Code-Along: Predicting Hotel Booking Cancellations in Python
Implementing Power BI: Best Practices and Avoiding Disasters
Hire Data Talent Faster with DataCamp Recruit
Data Upskilling for International Development at IREX
DataCamp: Q2 2022 Roadmap
Upcoming Events
Blog
NoSQL Databases: What Every Data Scientist Needs to Know
Top Power BI Jobs in 2022
What is Data Visualization? A Guide for Data Scientists
Democratizing Data in Large Enterprises
DataCamp Donates is helping grow a new community of young women data scientists in Costa Rica
Podcast
Democratizing Data in Large Enterprises
Building a Holistic Data Science Function at New York Life Insurance
How Data Science is Transforming the Healthcare Industry
[DataFramed Careers Series #4]: Acing the Data Science Interview
[DataFramed Careers Series #3]: Accelerating Data Careers with Writing
Cheat Sheets
Getting Started with R Cheat Sheet
DAX Cheat Sheet
Python For Data Science - A Cheat Sheet For Beginners
Tableau Cheat Sheet
Data Visualization Cheat Sheet
Tutorials
Visualizing Data with Python and Tableau Tutorial
How to Create Date Tables in Power BI Tutorial
How to Concatenate in Tableau Tutorial
Running Python Scripts in Power BI Tutorial
Advanced Analytical Features in Power BI Tutorial
White Papers
5 Best Practices for Building Data Science Skills Academies
2022 Data Trends and Predictions
8 Rules for Better Data Storytelling
Becoming a Data-driven Marketer
Insights from Data Leaders
Case Studies
DataBird
Autodesk
LumiraDx
Essex County Council
Omdena
E-Books
The Definitive Guide to Machine Learning for Business Leaders
Pricing
For Business
An Overview of Descriptive Statistics
Quant vs Qual Data
Data Viz that Captures Trends
The Four Types of Analytics
Data Analyst Interview Prep
Avoiding the AI Hype Trap
The Different Types of AI Bias
The Anatomy of a Data Team
Promo
Skip to main content
We're Hiring
Albert Y. Kim
Assistant Professor of Statistical & Data Sciences
Courses led by Albert Y. Kim
R
Modeling with Data in the Tidyverse
Explore Linear Regression in a tidy framework.
4 Hours
