Data, AI, and Cloud Courses

Learn about string manipulation and become a master at using regular expressions.

Master Apache Kafka! From core concepts to advanced architecture, learn to create, manage, and troubleshoot Kafka for real-world data streaming challenges!

Take your R skills up a notch by learning to write efficient, reusable functions.

Learn to build AI applications using Snowflake Cortexs built-in LLM functions for text analysis, generation, and multi-step workflows.

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

Bash scripting allows you to build analytics pipelines in the cloud and work with data stored across multiple files.

Learn key object-oriented programming concepts, from basic classes and objects to advanced topics like inheritance and polymorphism.

Building on your foundational Power Query in Excel knowledge, this intermediate course takes you to the next level of data transformation mastery

Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).

In this course, you will use T-SQL, the flavor of SQL used in Microsofts SQL Server for data analysis.

Learn the fundamentals of AI security to protect systems from threats, align security with business goals, and mitigate key risks.

Learn how to create pivot tables and quickly organize thousands of data points with just a few clicks.

Build your OOP skills with descriptors, multilevel inheritance, and abstract base classes!

Learn how to use FastAPI to develop APIs that support AI models, built to meet real-world demands.

Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.

Data storytelling is a high-demand skill that elevates analytics. Learn narrative building and visualizations in this course with a college major dataset!

This course focuses on feature engineering and machine learning for time series data.

Create interactive data visualizations in Python using Plotly.

R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.

Get your AI Act together! Understand the obligations, risks, and requirements of the EU AI Act.

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

Master Azure Management and Governance with our comprehensive course, ideal for data professionals seeking cloud expertise.

Unlock BigQuerys power: grasp its fundamentals, execute queries, and optimize workflows for efficient data analysis.

Master AWS security, governance, and cost optimization to prepare for the Cloud Practitioner certification.

Discover how to make better business decisions by applying practical data frameworks—no coding required.

Find tables, store and manage new tables and views, and write maintainable SQL code to answer business questions.

Master sampling to get more accurate statistics with less data.

Build the foundation you need to think statistically and to speak the language of your data.

Learn to perform linear and logistic regression with multiple explanatory variables.