Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 148

Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

• IntermediateSkill Level
• 4.8+
• 147

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

• IntermediateSkill Level
• 4.4+
• 146

Learn the principles of feature engineering for machine learning models and how to implement them using the R tidymodels framework.

• AdvancedSkill Level
• 4.4+
• 145

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

• BasicSkill Level
• 4.5+
• 143

Learn to set up a secure, efficient book recommendation app in Azure in this hands-on case study.

• IntermediateSkill Level
• 4.7+
• 140

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

• IntermediateSkill Level
• 4.4+
• 139

In this course youll learn how to use data science for several common marketing tasks.

• AdvancedSkill Level
• 4.6+
• 133

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

• IntermediateSkill Level
• 4.1+
• 133

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

• IntermediateSkill Level
• 4.8+
• 131

Learn the fundamentals of valuing stocks.

• IntermediateSkill Level
• 4.6+
• 131

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

• IntermediateSkill Level
• 4.3+
• 131

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

• BasicSkill Level
• 4.8+
• 129

Learn to build and customize Sigma charts to tell clear, compelling data stories—no coding required.

• IntermediateSkill Level
• 4.6+
• 129

Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.

• BasicSkill Level
• 4.8+
• 128

Learn how to translate your SAS knowledge into R and analyze data using this free and powerful software language.

• IntermediateSkill Level
• 4.6+
• 128

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

• IntermediateSkill Level
• 4.7+
• 127

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

• IntermediateSkill Level
• 4.9+
• 120

Practice your Shiny skills while building some fun Shiny apps for real-life scenarios!

• IntermediateSkill Level
• 4.7+
• 120

GAMs model relationships in data as nonlinear functions that are highly adaptable to different types of data science problems.

• AdvancedSkill Level
• 4.9+
• 119

Learn to process sensitive information with privacy-preserving techniques.

• IntermediateSkill Level
• 4.5+
• 117

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

• BasicSkill Level
• 4.4+
• 117

Learn dimensionality reduction techniques in R and master feature selection and extraction for your own data and models.

• IntermediateSkill Level
• 4.7+
• 116

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

• BasicSkill Level
• 4.7+
• 114

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

• IntermediateSkill Level
• 4.3+
• 113

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

• AdvancedSkill Level
• 4.6+
• 110

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

• IntermediateSkill Level
• 4.2+
• 110

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

• IntermediateSkill Level
• 4.8+
• 109

Build smart, interactive, and reliable AI applications easier than ever before with the OpenAI Responses API and GPT-5.

• AdvancedSkill Level
• 4.6+
• 105

Are you curious about the inner workings of the models that are behind products like Google Translate?

• IntermediateSkill Level
• 4.6+
• 105

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