Data, AI, and Cloud Courses

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

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

Learn to create your own Python packages to make your code easier to use and share with others.

In this Introduction to DevOps, you’ll master the DevOps basics and learn the key concepts, tools, and techniques to improve productivity.

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

Master sampling to get more accurate statistics with less data.

Discover how to become a data defender and keep data safe and secure with this beginner-friendly interactive course.

Master the key concepts of data management, from life cycle stages to security and governance.

Learn how to create a PostgreSQL database and explore the structure, data types, and how to normalize databases.

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

Learn how to build your own SQL reports and dashboards, plus hone your data exploration, cleaning, and validation skills.

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

Build up your pandas skills and answer marketing questions by merging, slicing, visualizing, and more!

Create new features to improve the performance of your Machine Learning models.

Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.

Master Git’s advanced features to streamline data science and engineering workflows, from complex merging to large-scale project optimization.

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

Learn how to use MLflow to simplify the complexities of building machine learning applications. Explore MLflow tracking, projects, models, and model registry.

Master data preparation, cleaning, and analysis in Alteryx Designer, whether you are a new or seasoned analyst.

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

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

Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

Learn data management in Databricks with Delta Lake, including ACID transactions, schema enforcement, and security.

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.

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

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

Step right into the dynamic world of data modeling with Snowflake!

Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

Conquer NoSQL and supercharge data workflows. Learn Snowflake to work with big data, Postgres JSON for handling document data, and Redis for key-value data.