Data science courses

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

Learn how to run big data analysis using Spark and the sparklyr package in R, and explore Spark MLIb in just 4 hours.

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

Learn to rapidly visualize and explore demographic data from the United States Census Bureau using tidyverse tools.

Learn about experimental design, and how to explore your data to ask and answer meaningful questions.

Practice Tableau with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

Learn how to perform advanced dplyr transformations and incorporate dplyr and ggplot2 code in functions.

In this course youll learn how to apply machine learning in the HR domain.

Learn to analyze, plot, and model multivariate data.

Learn to easily summarize and manipulate lists using the purrr package.

Ensure data consistency by learning how to use transactions and handle errors in concurrent environments.

Learn the bag of words technique for text mining with R.

Enhance your Tableau skills with this case study on inventory analysis. Analyze a dataset, create calculated fields, and create visualizations.

Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

Learn how to effectively and efficiently join datasets in tabular format using the Python Pandas library.

Manipulate text data, analyze it and more by mastering regular expressions and string distances in R.

This course will show you how to combine and merge datasets with data.table.

You will use Net Revenue Management techniques in Google Sheets for a Fast Moving Consumer Goods company.

Learn how to prepare and organize your data for predictive analytics.

Learn how to build an amortization dashboard in Google Sheets with financial and conditional formulas.

In this course youll learn how to create static and interactive dashboards using flexdashboard and shiny.

Advance your Alteryx skills with real fitness data to develop targeted marketing strategies and innovative products!

Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelling visualizations.

Unlock the power of parallel computing in R. Enhance your data analysis skills, speed up computations, and process large datasets effortlessly.

Learn to detect fraud with analytics in R.

Predict employee turnover and design retention strategies.

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

Learn how to predict click-through rates on ads and implement basic machine learning models in Python so that you can see how to better optimize your ads.

Learn defensive programming in R to make your code more robust.