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Infrastructure courses 980

Learn 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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Amazon Web Services

Cloud Cost Management: Optimization Strategies

Cloud cost management is the organizational planning that allows an enterprise to understand and manage the costs and needs associated with its cloud technology. In particular, this means finding cost-effective ways to maximize cloud usage and efficiency. AWS has a set of services, tools and resour…

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

Google Cloud

Gemini for Cloud Architects

In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps administrators provision infrastructure. You learn how to prompt Gemini to explain infrastructure, deploy GKE clusters and update existing infrastructure. Using a hands-on lab, you experience how Gem…

  • Coursera
  • 2 hours
  • Self-paced
  • Paid certificate

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

Google Cloud

AI Infrastructure: Networking Techniques

Welcome to the ""AI Infrastructure: Networking Techniques"" course. While AI Hypercomputer is renowned for its massive computational power using GPUs and TPUs, the secret to unlocking its full potential lies within the network. High-performance computing and large-scale model training demand incred…

  • Coursera
  • 4 hours
  • Self-paced
  • Paid certificate

École polytechnique fédérale de Lausanne

Groundscape Architecture Lab. Carpark Futures

A course dedicated to the architecture of contemporary parking infrastructures. By Dominique Perrault in partnership with Indigo Group, world leader in parking solutions.

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

Google Cloud

Configure VPC Routes and Addresses

In this course, you'll learn to manage advanced networking configurations within a Google Cloud virtual private cloud (VPC) network. The course focuses on three critical pillars of modern infrastructure: IPv6 adoption, intelligent traffic routing, and IP address portability.

  • Coursera
  • 1.5 hours
  • Self-paced
  • Paid certificate

Microsoft

AZ-305: Build solutions with the Microsoft Azure Well-Architected Framework

You will learn to build Azure solutions using the Well-Architected Framework, focusing on cost optimization, operational excellence, performance efficiency, reliability, and security in cloud architecture.

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

Microsoft

Administer Active Directory Domain Services

This learning path helps prepare you for the APL-1008 Administer Active Directory Domain Services modern credential. You'll learn how to create, deploy, and maintain an Active Directory Domain Services environment. (AZ-1008)

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

Johns Hopkins University

Artificial Intelligence Industrial Control Systems Security

The course "Artificial Intelligence Industrial Control Systems Security" explores the intersection of artificial intelligence (AI) and industrial control systems (ICS) security, focusing on the safety, trust, and privacy of AI technologies within critical infrastructures. Learners will gain a compr…

  • Coursera
  • 4 weeks of study, 10-12 hours/week
  • Self-paced
  • Paid certificate

Universitat Politècnica de València

Sustainability in Architecture: An Interdisciplinary Introduction

4.042 ratings

This course introduces the basic elements and trends that define sustainability practices in Architecture today. It follows an interdisciplinary approach that includes performance assessment and urban policies.

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

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

Google Cloud

Developing Applications with Cloud Run Functions on Google Cloud

4.617 ratings

In this course, you learn about Cloud Run functions, Google's serverless, fully-managed functions as a service (FaaS) product that lets you implement single-purpose function code that reponds to HTTP requests and events from your cloud infrastructure.

  • Coursera
  • 1 week, 4 hours/week
  • Self-paced
  • Paid certificate

Microsoft

MD-020 Microsoft Surface administration

The Surface Endpoint Admin Course covers the management and support of Surface devices, settings, support requests, security settings, the IT Toolkit, the Surface Management Portal, and more.

Learning path or series
  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Amazon Web Services

Providing Technical Support for AWS Workloads

As a cloud consultant, you'll be working with companies of various sizes. Based on a company’s unique business needs, you might be responsible for evaluating their existing business solutions and offering more efficient cloud resources. In this course, you'll understand the types of services availa…

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

Microsoft

Implement Platform Protection

4.626 ratings

Are you a security engineer who wants to learn how to lock down the infrastructure and network resources running in your Azure environment? Then, Implement Platform Protection is the right course for you! Throughout this course, you will explore perimeter security, network security, and host and co…

  • Coursera
  • 4-6 hours/week
  • Self-paced
  • Paid certificate

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

Design Foundations for Streaming with Google Cloud

Learn the benefits of using Google Cloud to stream and broadcast content. The course provides a high-level overview of the infrastructure required for streaming and broadcasting.

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

Google Cloud

AI Infrastructure: Introduction to AI Hypercomputer

4.218 ratings

Ready to get started with AI Hypercomputer? This course makes it easy! We'll cover the basics of what they are and how they help AI with AI workloads. You'll learn about the different components inside a hypercomputer, like GPUs, TPUs, and CPUs, and discover how to pick the right deployment approac…

  • Coursera
  • 2 hours
  • Self-paced
  • Paid certificate

Sentdex

Jev, Yang & Recursive Self Improvement - Happenings in AI

Zhipu's "Toward Recursive Self-Improvement" - https://z.ai/blog/glm-built-its-inference-infrastructure Typesafe Jev announcement: https://typesafe.ai/blog/introducing-system-one-models-and-jev Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCf…

Free video
  • YouTube
  • 40 minutes
  • Self-paced
  • Free video

SDG Academy

Global Public Health

4.671 ratings

Understanding the value of health not just as a benefit or right of individuals, but as a global public need.

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

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