PinnedCzako ZoltaninTowards Data ScienceClean 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.Jan 5, 20218Jan 5, 20218
PinnedCzako ZoltaninTowards Data ScienceKNN in PythonYou will learn about a very simple yet powerful algorithm called KNN or K-Nearest Neighbor (using example code and suggestive figures).Nov 13, 20182Nov 13, 20182
PinnedCzako ZoltaninTowards Data ScienceSVM and Kernel SVMLearn about SVM or Support Vector Machine, Kernel Trick, Hyperplanes, Lagrange Multipliers using visual examples and code sections.Nov 13, 20186Nov 13, 20186
Czako ZoltaninITNEXTClean code for PandasI will show you how to use Pandas DataFrames in a clean and organized way, which can be used in enterprise projects.Oct 11Oct 11
Czako ZoltaninPython in Plain EnglishStupid 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.Oct 2Oct 2
Czako ZoltaninITNEXTStupid 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.Feb 22, 2022Feb 22, 2022
Czako ZoltaninITNEXTStupid 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…Sep 29, 20211Sep 29, 20211
Czako ZoltaninITNEXTStupid Simple ScalabilityThis post will define and explain software scalability in Kubernetes and look at different scalability types. Then we will present three…Sep 22, 2021Sep 22, 2021
Czako ZoltanStupid Simple Kubernetes — Persistent Volumes explained by examplesEverything you need to know to setup production ready Microservices with data persistency using KubernetesJun 28, 20202Jun 28, 20202
Czako ZoltanStupid Simple Kubernetes — Deployments, Services and Ingresses explained by examplesEverything you need to know to setup production ready Microservices using KubernetesJun 21, 2020Jun 21, 2020