Data, AI, and Cloud Courses

Learn the fundamentals of AI agents, their components, and real-world use—no coding required.

Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are developed and how they will impact society moving forward.

Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.

Learn the role Generative Artificial Intelligence plays today and will play in the future in a business environment.

Discover how to extract business value from AI. Learn to scope opportunities for AI, create POCs, implement solutions, and develop an AI strategy.

Leverage the OpenAI API to get your AI applications ready for production.

Learn how to implement and schedule data engineering workflows.

Master Responsible AI Practices with this comprehensive course, featuring real-world case studies and interactive content.

Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.

Learn how to blend business, data, and AI, and set goals to drive success with an effectively scalable AI Strategy.

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

Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.

Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.

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

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

Boost your coding with AI—guide your coding assistant to write, test, and document code effectively.

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

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

Learn SQL with AI by writing prompts, generating queries, and analyzing data to solve real-world problems.

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

Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.

Analyze market dynamics and craft a strategic entry plan for an EV manufacturer using generative AI.

Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!

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

Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.

Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training

Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

Build AI teams that work together, automate workflows, and generate content with CrewAI.

Master the basics of data analysis with Python in just four hours. This online course will introduce the Python interface and explore popular packages.

Learn how to create and query relational databases using SQL in just two hours.