Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.7+
• 148

Learn to streamline your machine learning workflows with tidymodels.

• AdvancedSkill Level
• 4.6+
• 143

In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

• IntermediateSkill Level
• 4.8+
• 142

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

• IntermediateSkill Level
• 4.5+
• 139

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

• AdvancedSkill Level
• 4.5+
• 135

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

• IntermediateSkill Level
• 4.9+
• 134

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

• IntermediateSkill Level
• 4.8+
• 134

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+
• 134

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

• IntermediateSkill Level
• 4.6+
• 133

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

• IntermediateSkill Level
• 4.2+
• 132

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

• AdvancedSkill Level
• 4.4+
• 131

Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

• AdvancedSkill Level
• 4.4+
• 127

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

• BasicSkill Level
• 4.6+
• 123

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

• AdvancedSkill Level
• 4.4+
• 123

In this course youll learn how to leverage statistical techniques for working with categorical data.

• BasicSkill Level
• 4.6+
• 122

Automate data manipulation with KNIME, mastering merging, aggregation, database workflows, and advanced file handling.

• IntermediateSkill Level
• 4.4+
• 122

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

• BasicSkill Level
• 4.7+
• 120

Explore GDPR through real-world cases on data rights, breaches, and compliance challenges.

• IntermediateSkill Level
• 4.6+
• 119

Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.

• IntermediateSkill Level
• 4.3+
• 116

Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

• IntermediateSkill Level
• 4.2+
• 116

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

• BasicSkill Level
• 4.5+
• 113

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

• IntermediateSkill Level
• 4.4+
• 113

In ecommerce, increasing sales and reducing expenses are top priorities. In this case study, youll investigate data from an online pet supply company.

• IntermediateSkill Level
• 3.9+
• 113

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

• AdvancedSkill Level
• 4.8+
• 112

Learn to process sensitive information with privacy-preserving techniques.

• IntermediateSkill Level
• 4.7+
• 110

Explore HR data analysis in Tableau with this case study.

• IntermediateSkill Level
• 4.4+
• 110

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
• 4.8+
• 108

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

• IntermediateSkill Level
• 4.6+
• 107

Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.

• AdvancedSkill Level
• 4.8+
• 106

Connect Java to PostgreSQL with JDBC. Write secure queries, manage transactions, and handle large datasets efficiently.

• IntermediateSkill Level
• 4.5+
• 106

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.