This course covers virtually all of the important techniques of dimensionality reduction available in R, allowing model builders to optimize model performance by reducing overfitting and saving on model training time and cost.

MATLAB is a widely used programming language for statistical computing. This course will teach you the fundamentals of performing feature engineering within MATLAB.

Explore modern statistical analysis techniques using R, focusing on data exploration, modeling, and inference methods for effective data analysis.

Gain insights into modern statistical analysis techniques using R, focusing on data exploration, modeling, and interpretation.

Explore natural language processing techniques using R, focusing on text analysis, sentiment analysis, and machine learning applications.

Learn how MATLAB can be used for different types of statistical analysis. No matter if summary statistics, hypothesis tests, modeling or visualizations, MATLAB has you covered.

Like Fei Fei, use data to plan your own mission to the Moon. Ensure that your rocket can not only get you there, but also bring you and all your Moon rocks safely back to Earth.

Data must be available when needed. Configure, test and manage a solution for high availability and disaster recovery using Azure tools and SQL Server tools.

Learn to plan emission-optimized crew routes and schedules. Leverage data analytics and optimization algorithms to reduce fuel consumption and minimize environmental impacts while ensuring operational efficiency and timely task completion.

Understand reinforcement learning by building an AI that plays TicTacToe. Use OpenAI Gym to train and evaluate an agent that learns optimal moves through trial and error, helping you grasp core concepts of reinforcement learning algorithms.

This course will introduce you to basic data plotting functions in Python that will help you to create clear and dynamic data visualizations to communicate analysis and findings with various audiences.

Want to become a data and analytics whiz? These sessions can help you get there.