Data Manipulation with pandas
Use the world’s most popular Python data science package to manipulate data and calculate summary statistics.
4 Hours
Richie Cotton
Curriculum Architect at DataCamp
Richie is a Learning Solutions Architect at DataCamp. He has been using R since 2004, in the fields of proteomics, debt collection, and chemical health and safety. He has released almost 30 R packages on CRAN and Bioconductor – most famously the assertive suite of packages – as well as creating and contributing to many others. He also has written two books on R programming, Learning R and Testing R Code.
Courses led by Richie Cotton
Data Visualization for Everyone
An introduction to data visualization with no coding involved.
2 Hours
Introduction to Regression in R
Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.
4 Hours
Intermediate Regression in R
Learn to perform linear and logistic regression with multiple explanatory variables.
4 Hours
Intermediate Spreadsheets
Expand your spreadsheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.
4 Hours
Hypothesis Testing in R
Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests.
4 Hours
Introduction to Writing Functions in R
Take your R skills up a notch by learning to write efficient, reusable functions.
4 Hours
Sampling in R
Master sampling to get more accurate statistics with less data.
4 Hours
Introduction to Spark with sparklyr in R
Learn how to analyze huge datasets using Apache Spark and R using the sparklyr package.
4 Hours
Object-Oriented Programming with S3 and R6 in R
Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.
4 Hours
Projects led by Richie Cotton
Functions for Food Price Forecasts
Write functions to forecast time series of food prices in Rwanda.
GuidedData ManipulationData VisualizationImporting & Cleaning Data
Visualizing COVID-19
Visualize the rise of COVID-19 cases globally with ggplot2.
GuidedData VisualizationCase Studies
Functions for Food Price Forecasts (Unguided)
Write functions to forecast time series of food prices in Rwanda.
UnguidedData ManipulationData VisualizationImporting & Cleaning Data
What and Where Are the World's Oldest Businesses?
Use SQL data manipulation and joins to discover the oldest businesses around the world.
GuidedData Manipulation