PinnedInTDS ArchivebyCzako Zoltan·Jan 5, 2021Clean Architecture for AI/ML Applications using Dash and Plotly with DockerCreate Enterprise-Level dashboards using Dash and Plotly, learn about best practices, project structure, architectural patterns in Dash.A response icon8A response icon8
PinnedInTDS ArchivebyCzako Zoltan·Nov 13, 2018KNN in PythonYou will learn about a very simple yet powerful algorithm called KNN or K-Nearest Neighbor (using example code and suggestive figures).A response icon2A response icon2
PinnedInTDS ArchivebyCzako Zoltan·Nov 13, 2018SVM and Kernel SVMLearn about SVM or Support Vector Machine, Kernel Trick, Hyperplanes, Lagrange Multipliers using visual examples and code sections.A response icon6A response icon6
Czako Zoltan·Nov 27, 2025Stupid Simple Software—The Philosophy Behind HumindZAfter years of building software, I learned this: complexity grows fast. Simplicity takes effort, but it’s what makes systems scale.
InITNEXTbyCzako Zoltan·Oct 11, 2024Clean code for PandasI will show you how to use Pandas DataFrames in a clean and organized way, which can be used in enterprise projects.A response icon1A response icon1
InPython in Plain EnglishbyCzako Zoltan·Oct 2, 2024Stupid Simple AI: Smallest Docker image for ML modelsStep-by-step guide on how to reduce the size of the Docker image used for image classification from 4.3 GB to 211 MB.
InITNEXTbyCzako Zoltan·Feb 22, 2022Stupid Simple Service Mesh in KubernetesWe covered the what, when, and why of Service Mesh in a previous post. Now I’d like to talk about why they are critical in Kubernetes.
InITNEXTbyCzako Zoltan·Sep 29, 2021Stupid Simple Service Mesh — What, When, WhyRecently microservices-based applications became very popular and with the rise of microservices, the concept of Service Mesh also became…A response icon1A response icon1
InITNEXTbyCzako Zoltan·Sep 22, 2021Stupid Simple ScalabilityThis post will define and explain software scalability in Kubernetes and look at different scalability types. Then we will present three…
Czako Zoltan·Jun 28, 2020Stupid Simple Kubernetes — Persistent Volumes explained by examplesEverything you need to know to setup production ready Microservices with data persistency using KubernetesA response icon2A response icon2