Cloud
CloudVirtual Machines
Comparing VM Offerings Across AWS, GCP, and Azure
EC2, Compute Engine and Azure VMs side by side: naming, families, disks, maintenance, stop billing, Spot, discounts and SLAs, and how to choose.
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Cloud and AI, explainedGenerative AI
Mathematical Foundations of VAEs
Where the VAE loss comes from: latent variable models, the evidence lower bound, the closed-form KL term and the reparameterization trick, with PyTorch code.
AI & ML
Key Concepts and Terminologies in ML
The machine learning vocabulary you need: features, labels, parameters, hyperparameters, splits, overfitting, metrics and leakage, with runnable examples.
Cloud
Understanding Azure Virtual Machines
How Azure VMs really work: size names decoded, VM families, managed disks, availability options, power states, pricing choices and the CLI basics.
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Cloud
Modern E-Commerce Checkout Flow Architecture With Payments
A reference architecture for checkout: server-side pricing, stock reservations, payment intents, idempotency, webhooks, the outbox pattern and failure recovery.
Exploring GCP Compute Engine Instances
Exploring GCP Compute Engine Instances "Infrastructure is no longer just a cost center — it's a competitive differentiator. And nowhere is that more visible than in how you choose, configure, and optimize your virtual machines.
Building Your First Generative AI Model: A Practical Guide
In today's digital landscape, Generative AI has transformed from a research curiosity to a powerful tool driving innovation across industries. Whether you're looking to create text, images, code,…
Recap and Q&A: Introduction to Generative AI
Welcome to the final installment of our "Month 1: Introduction to Generative AI" series! Over the past 30 days, we've embarked on an exciting journey exploring the fundamentals, applications, and…
Comparing Cloud Platforms for Generative AI
In today's rapidly evolving technological landscape, generative AI has emerged as a transformative force reshaping how businesses operate. As an IT professional navigating this exciting terrain,…
Cloud Services for Generative AI: Azure Offerings
In the rapidly evolving landscape of artificial intelligence, Microsoft Azure has positioned itself as a powerful platform for organizations looking to harness the potential of generative AI. As…
Learning paths
Pick a track
Three series that build on each other: start with the cloud, meet the machines that learn, then watch them create.
35 articles
Cloud computing
Fluffy Computing
Foundations of the cloud and hands-on tours of AWS, Google Cloud and Azure — from your first VM to multi-cloud strategy.
- Diving into Microsoft Azure7
- Exploring Google Cloud Platform (GCP)7
- Getting to Know AWS7
- Understanding Cloud Computing7
9 articles
AI & machine learning
Artificial Unintelligence
How machines learn: the history of AI, supervised and unsupervised learning, model training and the data behind it all.
- Introduction to Machine Learning and AI9
31 articles
Generative AI
Word Up! Bot
Transformers, GANs, VAEs and GPT — what generative AI is, how it works, and how the cloud providers put it to work.
- Introduction to Generative AI30
- Deep Dive into Generative Models1
Quick quiz
Think you know the cloud?
Three quizzes, 150 questions, instant explanations. Your best scores stay on your device.
The 'shared responsibility model' in cloud computing primarily defines the security obligations between:
The shared responsibility model outlines which security tasks are handled by the cloud provider (e.g., security OF the cloud infrastructure) and which are handled by the customer (e.g., security IN the cloud, like data configuration and access management).