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Artificial Intelligence Infrastructure courses

Learn Artificial Intelligence Infrastructure online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 30 courses

The University of Hong Kong

Introduction to FinTech

4.554 ratings

Learn from leading academics and practitioners from around the world about the innovations, technology and regulation driving the transformation of finance.

  • edX
  • 6 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

The University of Edinburgh

Data Ethics, AI and Responsible Innovation

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…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Microsoft

Configure AI-ready infrastructure with Microsoft Foundry

Microsoft Foundry uses a top-level resource and child projects to centralize governance while providing isolated development environments for AI teams.

  • Microsoft Learn
  • 55 minutes
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Manage monitoring for AI-Ready Infrastructure

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.

  • Microsoft Learn
  • 2 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Delft University of Technology

Data Creation and Collection for Artificial Intelligence via Crowdsourcing

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…

  • edX
  • 6 weeks, 5 - 6 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

KU Leuven

AI Regulation and Law

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.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Delft University of Technology

AI Regulation: Navigating the EU AI Act

Develop a structured understanding of the AI Act, its risk-based approach and how its requirements relate to different AI use cases and contexts.

  • edX
  • 4 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Microsoft

Secure AI-ready infrastructure

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.

Learning path or series
  • Microsoft Learn
  • 4 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Arm Education

Introduction to AI

4.79 ratings

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…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Microsoft

Manage AI-ready infrastructure

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.

Learning path or series
  • Microsoft Learn
  • 6 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

IBM

Agentic AI with LangGraph, CrewAI, AG2, and BeeAI

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.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

RWTH Aachen University

Deep Learning

"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…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

IBM

RAG: Vector Databases and Retrievers

Master advanced RAG techniques using FAISS, ChromaDB, and modern retrievers while building high-performance search applications with LangChain and LlamaIndex, and Gradio.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

IBM

Developing Multimodal Generative AI Applications

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.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Microsoft

AI for Writing

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…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Microsoft

AI Ethics Essentials

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.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

IBM

RAG: Vector Databases with ChromaDB

Learn vector databases, similarity search, and ChromaDB operations to build recommendation systems, and improve AI retrieval performance in GenAI applications using embeddings.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Google Cloud

Agent Fundamentals

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.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

HP

AI in Society: Ethics, Leadership, and the Road Ahead

4.7149 ratings

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…

  • edX
  • 3 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Davidson College

Building AI Agents for Beginners

4.47 ratings

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.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner