Sabrine Bendimerad – Medium

Sabrine Bendimerad

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Sabrine Bendimerad

My Blog Posts

Hello! Welcome. Here I organized my blog posts into categories. Connect with me via Twitter and/or Linkedin :)

Mar 11

Mar 11

Sabrine Bendimerad
in
Code Like A Girl

Unleash Linear Algebra’s Full Power for Data Science Success Now

The linear algebra you need to know for better data analysis.

Sep 17

Unleash Linear Algebra’s Full Power for Data Science Success Now

Sep 17

Sabrine Bendimerad
in
Towards Data Science

Model Management with MLflow, Azure, and Docker

A guide to tracking experiments and managing models

Sep 17

Model Management with MLflow, Azure, and Docker

Sep 17

Sabrine Bendimerad
in
Code Like A Girl

MLOps Fundamentals: A Beginner’s Guide to Docker Containerization

Building Your First Container: A Key Step in Learning Docker Fundamentals for Data Science

Aug 28

MLOps Fundamentals: A Beginner’s Guide to Docker Containerization

Aug 28

Sabrine Bendimerad
in
Code Like A Girl

10 Basic Statistics Concepts For Data Analysts

Statistics is essential in data science, laying the groundwork for meaningful analysis. It goes beyond basic charts to offer a detailed…

Apr 23

10 Basic Statistics Concepts For Data Analysts

Apr 23

Sabrine Bendimerad
in
Code Like A Girl

Demystifying Confidence Intervals: A Practical Guide

· Introduction · What is a Confidence Interval? · The foundation: The Central Limit Theorem (CLT) ∘ Example: The Central Limit Theorem in…

Mar 18

Demystifying Confidence Intervals: A Practical Guide

Mar 18

Sabrine Bendimerad
in
Code Like A Girl

Machine Learning from Scratch: Understanding the DBSCAN Algorithm

A step-by-step algorithmic understanding of the DBSCAN with Python implementation

Mar 11

Machine Learning from Scratch: Understanding the DBSCAN Algorithm

Mar 11

Sabrine Bendimerad
in
Code Like A Girl

8 Projects to Skyrocket Your Data Science Portfolio

Dive into practical, hands-on projects to build foundational skills and showcase your analytical prowess.

Mar 5

8 Projects to Skyrocket Your Data Science Portfolio

Mar 5

Sabrine Bendimerad
in
Stackademic

ML from scratch : Understanding the k-means Algorithm

A step by step mathematical and algorithmic understanding of the kmeans algorithm

Feb 25

ML from scratch : Understanding the k-means Algorithm

Feb 25

Sabrine Bendimerad
in
Stackademic

ML from scratch : Understanding Linear, Ridge, and Lasso Regressions

A step by step mathematical understanding of Linear, Ridge and Lasso regressions.

Feb 20

ML from scratch : Understanding Linear, Ridge, and Lasso Regressions

Feb 20

Sabrine Bendimerad

Sabrine Bendimerad

AI Engineer & Lecturer in Paris | ✨Google WTM Ambassador | Passionate about demystifying technical concepts

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