Data, AI, and Cloud Courses

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

Learn how to work with streaming data using serverless technologies on AWS.

Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

In this course, students will learn to write queries that are both efficient and easy to read and understand.

This course will show you how to integrate spatial data into your Python Data Science workflow.

Dive into the world of digital transformation and equip yourself to be an agent of change in a rapidly evolving digital landscape.

Solidify your decision science skills by designing data-informed frameworks and implementing efficient solutions.

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

Ensure high data quality in data science and data engineering workflows with Pythons Great Expectations library.

Explore Power BI Service, master the interface, make informed decisions, and maximize the power of your reports.

Orchestrate data using unions, joins, parsing, and performance optimization in Alteryx.

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

Using Python and NumPy, learn the most fundamental financial concepts.

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.

Explore ways to work with date and time data in SQL Server for time series analysis

Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.

Learn how to structure your PostgreSQL queries to run in a fraction of the time.

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

Help a fictional company in this interactive Power BI case study. You’ll use Power Query, DAX, and dashboards to identify the most in-demand data jobs!

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

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

Learn how to approach and win competitions on Kaggle.