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Czako Zoltan

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Clean Architecture for AI/ML Applications using Dash and Plotly with Docker

Create Enterprise-Level dashboards using Dash and Plotly, learn about best practices, project structure, architectural patterns in Dash.

Jan 5, 2021

Clean Architecture for AI/ML Applications using Dash and Plotly with Docker

Jan 5, 2021

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TDS Archive

KNN in Python

You will learn about a very simple yet powerful algorithm called KNN or K-Nearest Neighbor (using example code and suggestive figures).

Nov 13, 2018

KNN in Python

Nov 13, 2018

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TDS Archive

SVM and Kernel SVM

Learn about SVM or Support Vector Machine, Kernel Trick, Hyperplanes, Lagrange Multipliers using visual examples and code sections.

Nov 13, 2018

SVM and Kernel SVM

Nov 13, 2018

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ITNEXT

Clean code for Pandas

I will show you how to use Pandas DataFrames in a clean and organized way, which can be used in enterprise projects.

Oct 11, 2024

Clean code for Pandas

Oct 11, 2024

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Python in Plain English

Stupid Simple AI: Smallest Docker image for ML models

Step-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 2, 2024

Stupid Simple AI: Smallest Docker image for ML models

Oct 2, 2024

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ITNEXT

Stupid Simple Service Mesh in Kubernetes

We 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, 2022

Stupid Simple Service Mesh in Kubernetes

Feb 22, 2022

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ITNEXT

Stupid Simple Service Mesh — What, When, Why

Recently microservices-based applications became very popular and with the rise of microservices, the concept of Service Mesh also became…

Sep 29, 2021

Stupid Simple Service Mesh — What, When, Why

Sep 29, 2021

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ITNEXT

Stupid Simple Scalability

This post will define and explain software scalability in Kubernetes and look at different scalability types. Then we will present three…

Sep 22, 2021

Stupid Simple Scalability

Sep 22, 2021

Stupid Simple Kubernetes — Persistent Volumes explained by examples

Everything you need to know to setup production ready Microservices with data persistency using Kubernetes

Jun 28, 2020

Stupid Simple Kubernetes — Persistent Volumes explained by examples

Jun 28, 2020

Stupid Simple Kubernetes — Deployments, Services and Ingresses explained by examples

Everything you need to know to setup production ready Microservices using Kubernetes

Jun 21, 2020

Stupid Simple Kubernetes — Deployments, Services and Ingresses explained by examples

Jun 21, 2020

Czako Zoltan

Czako Zoltan

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I'm an experienced Full-Stack Developer, with experience in multiple domains including Backend, Frontend, DevOps, IoT, and Artificial Intelligence.

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