Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.7+
• 136

Learn to streamline your machine learning workflows with tidymodels.

• IntermediateSkill Level
• 4.3+
• 136

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

• IntermediateSkill Level
• 4.1+
• 136

Azure Security

• IntermediateSkill Level
• 4.4+
• 132

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

• AdvancedSkill Level
• 4.6+
• 130

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

• IntermediateSkill Level
• 4.6+
• 127

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

• AdvancedSkill Level
• 4.5+
• 125

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

• IntermediateSkill Level
• 4.7+
• 124

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
• 4.6+
• 124

Master data cleaning in Java using statistical methods, transformations, and validation for reliable apps.

• BasicSkill Level
• 4.5+
• 123

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

• IntermediateSkill Level
• 4.9+
• 122

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

• AdvancedSkill Level
• 4.3+
• 122

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

• IntermediateSkill Level
• 4.4+
• 120

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

• IntermediateSkill Level
• 4.4+
• 118

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

• BasicSkill Level
• 4.6+
• 117

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

• BasicSkill Level
• 4.6+
• 117

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

• IntermediateSkill Level
• 4.6+
• 116

Learn how containers work in Azure, including registries, ACI, AKS basics, scaling, monitoring, and troubleshooting.

• IntermediateSkill Level
• 4.6+
• 116

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

• BasicSkill Level
• 4.7+
• 115

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

• AdvancedSkill Level
• 4.7+
• 115

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

• AdvancedSkill Level
• 4.4+
• 110

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

• IntermediateSkill Level
• 4.2+
• 110

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

• IntermediateSkill Level
• 4.3+
• 108

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
• 4.6+
• 106

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

• IntermediateSkill Level
• 4.5+
• 106

Learn how to store, secure, scale, and process data in Azure using Blob Storage, Cosmos DB, queues, and event-driven services.

• IntermediateSkill Level
• 4.8+
• 102

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

• IntermediateSkill Level
• 4.8+
• 102

Learn to import, manipulate, and transform data in Java using the Tablesaw library. Work with CSV files, tabular structures, and complex JSON formats.

• IntermediateSkill Level
• 4.7+
• 102

Explore HR data analysis in Tableau with this case study.

• IntermediateSkill Level
• 4.6+
• 101

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+
• 100

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