Cloud
AWS Elastic Container Service (ECS) and EKS
How Amazon ECS and Amazon EKS run containers on AWS, what Fargate, Managed Instances and Auto Mode change, and how to choose between them.
Today · Saturday, November 14, 2026
K-Nearest Neighbors: Finding Similar Data Points
How k-nearest neighbors classifies by looking up similar examples: distance metrics, choosing k, scaling, the curse of dimensionality and fast neighbor search.
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Catch up
Generative AI
CycleGAN: Image-to-Image Translation
How CycleGAN learns to turn horses into zebras and photos into paintings without paired data: cycle consistency, the losses, the architecture and PyTorch code.
AI & ML
Support Vector Machines: Classifying Data
How support vector machines draw the widest possible boundary between classes: margins, support vectors, kernels, C and gamma, with working scikit-learn code.
Cloud
Introduction to Containers and Docker
What a container actually is, how it differs from a VM, and how to build, run and ship your first image with Docker before moving it to the cloud.
Generative AI
StyleGAN: Generating High-Resolution Images
How StyleGAN reaches 1024 by 1024 faces: the mapping network, per-layer styles, noise inputs, the truncation trick, and what StyleGAN2, ADA and StyleGAN3 changed.
AI & ML
Random Forest: An Ensemble Learning Method
How random forests turn many unstable decision trees into one reliable model: bagging, random features, out-of-bag scores and working scikit-learn code.
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.
40 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.
- Virtual Machines7
- Diving into Microsoft Azure7
- Exploring Google Cloud Platform (GCP)7
- Getting to Know AWS7
15 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
- Machine Learning Algorithms6
36 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 Models6