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Learn Artificial Intelligence Infrastructure online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
30 courses
The University of Hong Kong
Learn from leading academics and practitioners from around the world about the innovations, technology and regulation driving the transformation of finance.
The University of Edinburgh
Our future is here and it relies on data. Medical robots, smart homes and cities, predictive policing, artificial intelligences – all are fuelled by data and all promise new benefits to society. But will these innovations benefit everyone? Who stands to gain and who is put at risk? How can we ensur…
Microsoft
Microsoft Foundry uses a top-level resource and child projects to centralize governance while providing isolated development environments for AI teams.
Microsoft
This module covers Azure Monitor fundamentals, including metrics collection, dashboards, alert and processing rules, and KQL-based log queries. Together, these capabilities enable faster root-cause analysis and improve operational reliability.
Delft University of Technology
A one-stop shop to get started on the key considerations about data for AI! Learn how crowdsourcing offers a viable means to leverage human intelligence at scale for data creation, enrichment and interpretation, demonstrating a great potential to improve both the performance of AI systems and their…
KU Leuven
Explore the legal frameworks and regulatory initiatives shaping AI. Learn to understand the basics of AI, reflect on its ethical dimensions, and discover key principles of Human-Centered AI.
Delft University of Technology
Develop a structured understanding of the AI Act, its risk-based approach and how its requirements relate to different AI use cases and contexts.
Microsoft
This course teaches how to build production‑ready AI infrastructure using Microsoft Foundry Hubs and Projects, applying enterprise security controls, network isolation, managed identities, and container governance to enable compliant, scalable AI development across organizations.
Arm Education
Discover the fundamental concepts behind artificial intelligence (AI) and machine learning in this introductory course. Explore the various types of AI, examine ethical considerations, and delve into the key machine learning models that power modern AI systems. Whether your goal is to work directly…
Microsoft
Learn to manage AI infrastructure by planning compute capacity, enforcing governance, configuring monitoring, and optimizing costs to support scalable, compliant, and high-performing AI workloads without budget overruns or operational risks.
IBM
Master agentic frameworks and design principles to create structured, autonomous AI workflows using LangGraph, CrewAI, BeeAI, and AG2 for advanced multi-agent applications with scalable architectures.
RWTH Aachen University
"Deep Learning" gives an overview of the basic types of neural networks and how to train them. Starting with Multi-Layer Perceptrons (MLPs), the course covers the most important training tricks, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), as well as Transformers, and giv…
IBM
Master advanced RAG techniques using FAISS, ChromaDB, and modern retrievers while building high-performance search applications with LangChain and LlamaIndex, and Gradio.
IBM
Learn multimodal AI by building applications that combine text, speech, images, and video using Whisper, DALL·E, Sora, Llama, Granite, Mixtral, Flask, and Gradio through hands-on labs and real projects.
Microsoft
Learn to harness the power of Artificial Intelligence as a creative and professional writing partner. This hands-on course explores leading AI writing tools, teaching you how to generate ideas, draft content, refine your voice, and edit efficiently—all while developing the critical thinking skills…
Microsoft
Learn how to use artificial intelligence responsibly and ethically in everyday, academic, and professional contexts. This course equips participants with practical frameworks to evaluate AI risks, recognize harm, and apply globally recognized Responsible AI principles with confidence.
IBM
Learn vector databases, similarity search, and ChromaDB operations to build recommendation systems, and improve AI retrieval performance in GenAI applications using embeddings.
Google Cloud
AI Agents represent a major shift beyond traditional large language models (LLMs). Instead of simply generating text-based solutions, they can also act autonomously to execute them.
HP
Examine how AI is reshaping society — bias and fairness, safety and security, the future of work, healthcare breakthroughs, business impact, regulation, and the road to AGI. Course 3 of the HP AI Foundations, Practice, and Leadership programme. Designed for learners at any stage. Get a free verifie…
Davidson College
Master the tools redefining how work gets done. Learn to build, deploy, and automate AI agents that handle complex, multi-step tasks. No coding required.
