Fares Hasan
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Getting the Most Out of MLOps with ZenML: 3

May 21, 20238 min read

Creating efficient ML pipelines with ZenML: A step-by-step guide to building ML pipelines. · Intro In the previous post, we have gone through deploying...

Getting the Most Out of MLOps with ZenML: 3

Getting the Most Out of MLOps with ZenML: 2

May 3, 20234 min read

Step by step guide on deploying ZenML server and working with ZenML client CLI · Intro To work with ZenML there are two sides we need to create. If you...

Getting the Most Out of MLOps with ZenML: 2

Getting the Most Out of MLOps with ZenML: 1

Apr 27, 20235 min read

MLOps is the practice of bringing together data science and engineering to operationalise machine learning. · TLDR This series of articles focuses on...

Getting the Most Out of MLOps with ZenML: 1

MLOps is not DevOps but why?

Jan 21, 20236 min read

Here is what makes MLOps completely different from DevOps · After a few months as an ML operations engineer, I discovered some of the many misconceptions...

MLOps is not DevOps but why?

Learning what to learn: a guide for intermediate data scientists

Sep 20, 20225 min read

The skills you need to ascend with your data science practice · Learning technical skills is a challenging quest. The journey is not always smooth and...

Learning what to learn: a guide for intermediate data scientists

How to Rock Data Science One Project a Time

Aug 14, 20225 min read

The actionable steps to build and communicate data science products · Background Once upon a time, I opened my Jupyter notebook to show a C-suite manager...

How to Rock Data Science One Project a Time