Medium

Patrick Brus

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Feb 24, 2024

How to Write Clean Code in Python

Top takeaways from the book Clean Code

How to Write Clean Code in Python

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Patrick Brus

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Sep 19, 2022

MLOps: Bring your Models into Production using the Cloud

Continuous Deployment Pipeline of your Deep Learning Model to the Cloud using AWS, S3 and CloudFormation

MLOps: Bring your Models into Production using the Cloud

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Dec 16, 2021

Continuous Deployment Pipeline using Github Actions, Docker and AWS

Automatically Deploying a Flask ML Application to AWS Elastic Beanstalk

Continuous Deployment Pipeline using Github Actions, Docker and AWS

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Sep 28, 2022

Why You Should Learn Machine Learning Engineering and Not Data Science

And how you can start

Why You Should Learn Machine Learning Engineering and Not Data Science

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Data Science Collective

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Patrick Brus

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Jan 7

DataOps vs. MLOps: Why modern AI projects can’t succeed without both

Modern AI doesn’t fail because of weak models. It fails due to the absence of DataOps and MLOps.

DataOps vs. MLOps: Why modern AI projects can’t succeed without both

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Data Science Collective

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Patrick Brus

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May 26, 2025

Why your machine learning models never reach production — and how to fix that

A practical look at why machine learning projects never make it to production — and how MLOps practices can help

Why your machine learning models never reach production — and how to fix that

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Level Up Coding

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Patrick Brus

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Feb 4, 2024

AWS Data Engineering Nanodegree: Expectation vs. Reality

Learnings and Insights

AWS Data Engineering Nanodegree: Expectation vs. Reality

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Level Up Coding

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Patrick Brus

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Aug 16, 2023

The Future of Data Science: How ChatGPT’s Code Interpreter is Reshaping the Field

OpenAI just released their new feature, called Code Interpreter, as beta to all their premium users.

The Future of Data Science: How ChatGPT’s Code Interpreter is Reshaping the Field

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Apr 25, 2023

Democratizing Machine Learning with AWS SageMaker AutoML

An Overview

Democratizing Machine Learning with AWS SageMaker AutoML

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Patrick Brus

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Nov 14, 2022

How to Solve Every ML Problem with Low-Code

An Introduction to the Python Library PyCaret

How to Solve Every ML Problem with Low-Code

Patrick Brus

Patrick Brus

A machine learning (ml) engineer with a focus on engineering. Create ml pipelines to enable rapid value from data using ml. This also includes MLOps and DevOps.

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