Cloud Deployment Courses and Certifications

From Models to Market: What's the Missing Link in Scaling Open Source Models on Cloud?

探讨从开源AI模型到云端产品的转化过程，聚焦BentoML框架如何简化部署和扩展。以OpenLLM为例，分析大型语言模型的高效服务方法，分享实践经验。

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Python Mega Course: Learn Python Programming

465 ratings at Udemy

Learn Python programming through hands-on projects. Build GUI apps, web applications, and explore advanced topics like machine learning and databases. Gain practical skills for real-world development.

• Udemy
• 1 day 9 hours 18 minutes
• Self-Paced
• Paid Course

Deploy Java Spring Boot 4 Apps Online to Amazon Cloud (AWS)

450 ratings at Udemy

Learn how to deploy your Java Spring Boot 4 Apps online to showcase your Spring Boot Skills! (Live Internet Access)

• Udemy
• 2 hours 44 minutes
• Self-Paced
• Paid Course

Databricks

Productionizing Machine Learning with Apache Spark, MLflow and ONNX - Cloud Deployment Using SQL Server

Explore productionizing machine learning using Apache Spark, MLflow, and ONNX with SQL Server. Learn model management, lifecycle orchestration, and leveraging SQL Server for ML model storage and deployment.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Oracle

Oracle MAA in the World of Hybrid Cloud and Multicloud Deployment

Explore Oracle MAA's capabilities in hybrid and multicloud environments, focusing on data availability, performance, and scalability for modern enterprise applications.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Kunal Kushwaha

Simplified Cloud-Native Application Deployment with Napptive Playground and KubeVela

Explore simplified cloud-native app deployment using Napptive Playground and KubeVela. Learn about the Open Application Model and see how to launch applications quickly without deep Kubernetes knowledge.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Mervin Praison

How to Make Your AI Application Highly Scalable - Azure Cloud Deployment Guide

Comprehensive guide to deploying scalable AI applications on Azure Cloud, covering repository setup, containerization, CI/CD, Kubernetes deployment, load balancing, monitoring, and security.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Docker

Docker Cloud CI, Deployment, and Blue-Green Deployments - May 2016

Learn about Docker Cloud's CI pipeline, automated build and test capabilities, auto-deployment features, and blue-green deployment strategies from Docker experts in this comprehensive meetup.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

USENIX

Gandalf - An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure

Intelligent analytics service for safe software deployment in large-scale cloud infrastructure, monitoring fault signals and assessing rollout impact to prevent widespread outages.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

OpenInfra Foundation

OpenStack Services on Red Hat OpenShift - Modernizing Cloud Infrastructure Deployment

Discover how OpenStack services transform into OpenShift operators, enabling simplified deployment and management of compute, networking, and storage services within OpenShift console for enhanced cloud infrastructure operations.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

How to Design for Multi-Cloud Deployment - Best Practices and Considerations

Explore multi-cloud deployment strategies, focusing on redundancy, latency, cost optimization, and avoiding vendor lock-in. Learn to design flexible architectures and leverage cloud-specific features for optimal performance.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Accelerating Model Deployment with MLOps - Google Cloud Technical Guide for Startups

Explore MLOps on Google Cloud to accelerate model deployment. Learn about challenges, solutions, and tools like Vertex Pipelines, Model Registry, and Model Monitoring through demos and customer success stories.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Calling Cloud Run from C# - Authentication and Deployment

Learn to authenticate and call Cloud Run services from C# code, covering deployment, service account impersonation, and authentication in different cloud environments.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Running Next.js Apps on Google Cloud Run - Serverless Deployment Tutorial

Deploy a Next.js web app on Google Cloud Run with serverless architecture, continuous deployment, and server-side list management for efficient and scalable web development.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Eli the Computer Guy

Introduction to Cloud Computing Infrastructure and Deployment

Discover the fundamentals of cloud infrastructure, from deployment options to security considerations, covering essential concepts like SaaS, containers, and disaster recovery strategies.

• YouTube
• 2 hours 53 minutes
• Self-Paced
• Free Video