Awadelrahman M. A. Ahmed – Medium

Awadelrahman M. A. Ahmed

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How I use AWS SageMaker DeepAR to Manage my Child Diabetes!

Part [1/3]: Introducing the Problem

Mar 12, 2022

How I use AWS SageMaker DeepAR to Manage my Child Diabetes!

Mar 12, 2022

Pinned

Hands-on Graph Neural Networks for Social Network Using PyTorch

My original post is Here and the code notebook is on my GitHub Here!

Jul 11, 2021

Hands-on Graph Neural Networks for Social Network Using PyTorch

Jul 11, 2021

Designing Data Systems with a Governance-First Mindset

Introduction — Rethinking Governance

6d ago

Designing Data Systems with a Governance-First Mindset

6d ago

How Databricks Enables Decoupling in Modern Data Architectures

Decoupling in data solutions means structuring your architecture so that changes in one area don’t trigger cascading modifications across…

Mar 15

How Databricks Enables Decoupling in Modern Data Architectures

Mar 15

The Decoupling Principle For Future-Proof Data Architectures

If you’ve been involved in architecting solutions, you already know that decoupling is a widely accepted principle. It frequently appears…

Mar 9

The Decoupling Principle For Future-Proof Data Architectures

Mar 9

Great Architects Do More Than Draw Diagrams: 7 Practices to Turn Designs into Reality

Let’s be real — architecture isn’t just about drawing fancy diagrams! It’s about making things work in the real world.

Feb 23

Great Architects Do More Than Draw Diagrams: 7 Practices to Turn Designs into Reality

Feb 23

Key Team Personalities That Reduce Risk in Data Projects

A high-functioning data team isn’t just about technical skills — it’s about balancing different working styles to reduce risk and drive…

Feb 18

Key Team Personalities That Reduce Risk in Data Projects

Feb 18

Risk Management in Data Projects

“Risk isn’t an edge case in data projects — it’s a constant”! This is the correct architectural mindset!

Feb 15

Risk Management in Data Projects

Feb 15

The Architect’s Dilemma: Selecting the Right Data Technology

Please allow me to start this article from a personal perspective. When I worked as a data scientist, my world revolved around data science…

Feb 9

The Architect’s Dilemma: Selecting the Right Data Technology

Feb 9

Architecting Data Solutions: A High-Level Overview

Introduction

Feb 8

Architecting Data Solutions: A High-Level Overview

Feb 8

Books I Read in 2024: A Year of Balanced Reading

2024 was a busy year, but I still managed to read 8 books! With a tight schedule, I split my reading time: technical books during my…

Dec 19, 2024

Books I Read in 2024: A Year of Balanced Reading

Dec 19, 2024

The Ice Cream Ban: A Weekend Story

In the sunny beach city of Hypothesia🏖️, drowning accidents were a regular concern. To stay ahead of the problem, the City Council tasked…

Dec 13, 2024

The Ice Cream Ban: A Weekend Story

Dec 13, 2024

Causate: An Initiative to Operationalize Causality with MLflow

In recent months, I’ve been experimenting with integrating MLflow and causal discovery algorithms. My objective? To explore how causal AI…

Dec 12, 2024

Causate: An Initiative to Operationalize Causality with MLflow

Dec 12, 2024

MLflow and Databricks for CausalOps

In machine learning, most models are designed to find patterns and make predictions based on correlations in data. But in many real-world…

Nov 5, 2024

MLflow and Databricks for CausalOps

Nov 5, 2024

Making Sense of Databricks Delta Components

When I first started using Databricks , I remember feeling buried under a pile of “Delta” tools — Delta Lake, Delta Tables, Delta Live…

Oct 31, 2024

Making Sense of Databricks Delta Components

Oct 31, 2024

The Power of Patterns!!

Oct 23, 2024

The Power of Patterns!!

Oct 23, 2024

Scaling Beyond the POC: Understanding the Multi-Faceted Nature of Scalability in Data and ML…

As far as I’ve worked on various projects, the common pattern is to start with a small-scale proof of concept (POC) that demonstrates the…

Oct 21, 2024

Scaling Beyond the POC: Understanding the Multi-Faceted Nature of Scalability in Data and ML…

Oct 21, 2024

Signifier Slippage in The Data World

Sep 19, 2024

Signifier Slippage in The Data World

Sep 19, 2024

Databricks: A Proxy for Modern Data Platform? Let’s Break It Down

In the world of data, you’ve probably heard this a lot:

Sep 3, 2024

Databricks: A Proxy for Modern Data Platform? Let’s Break It Down

Sep 3, 2024

I’ve Got a Funny-Looking Conclusion from My Medium Stats — And It Led Me to a Crucial Insight!

Following my data itch — my tendency to constantly dig into and analyze data — I recently found myself examining my Medium post stats!

Aug 25, 2024

I’ve Got a Funny-Looking Conclusion from My Medium Stats — And It Led Me to a Crucial Insight!

Aug 25, 2024

Awadelrahman M. A. Ahmed

Awadelrahman M. A. Ahmed

Friend of Medium

Data & AI Architect | Databricks MVP | Databricks Technical Council Member | MLflow Ambassador https://www.linkedin.com/in/awadelrahman/

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