Data, AI, and Cloud Courses

Interact with a customized GPT and use your prompting skills to plan and open your restaurant.

Develop the skills you need to clean raw data and transform it into accurate insights.

Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

Use your knowledge of common spreadsheet functions and techniques to explore Python!

In this course youll learn how to perform inference using linear models.

Learn how to load, transform, and transcribe speech from raw audio files in Python.

In this Power BI case study you’ll play the role of a junior trader, analyzing mortgage trading and enhancing your data modeling and financial analysis skills.

Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

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

Learn how to design and implement triggers in SQL Server using real-world examples.

Learn how to write recursive queries and query hierarchical data structures.

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

Learn how to manipulate, visualize, and perform statistical tests through a series of HR analytics case studies.

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

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

Master travel planning with WanderBot: craft prompts, build confidence, and streamline your next adventure.

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

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

Explore a range of programming paradigms, including imperative and declarative, procedural, functional, and object-oriented programming.

Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle missing values, and present your analysis.

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

Use survival analysis to work with time-to-event data and predict survival time.

Master data fluency! Learn skills for individuals and organizations, understand behaviors, and build a data-fluent culture.

Learn to analyze Airbnb data using SQL in Databricks, create dashboards, and derive actionable insights.

Learn how to access financial data from local files as well as from internet sources.

Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

Learn to solve increasingly complex problems using simulations to generate and analyze data.

This course is for R users who want to get up to speed with Python!