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Awadelrahman M. A. Ahmed

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Awadelrahman M. A. Ahmed

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

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Awadelrahman M. A. Ahmed

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

Awadelrahman M. A. Ahmed

What Exactly Is a Model in MLflow?

When starting to learn about machine learning and data science, most of us, ML developers, envision the learned parameters or weights from…

3d ago

What Exactly Is a Model in MLflow?

3d ago

Awadelrahman M. A. Ahmed

Conditional and Unconditional Dependencies in Causal Inference: In Plain English

While reading some causal inference literature, I found it might be confusing to have some terms correct. Terms like “conditioning” and…

May 30

Conditional and Unconditional Dependencies in Causal Inference: In Plain English

May 30

Awadelrahman M. A. Ahmed

MLflow Flavors

If you’re a data scientist or ML engineer, undoubtedly, you’ve encountered this scenario countless times: Working in an organization where…

May 15

MLflow Flavors

May 15

Awadelrahman M. A. Ahmed

The Four Fundamental Types of Data Analytics

Engaging with various data-oriented companies that employ data analytics to gain valuable insights and drive their strategic…

May 6

The Four Fundamental Types of Data Analytics

May 6

Awadelrahman M. A. Ahmed

MLflow’s Solutions to ML Systems Configuration Debt

We all largely agree that machine learning and artificial intelligence constitute a powerful set of tools, facilitating a vast array of…

Apr 14

MLflow’s Solutions to ML Systems Configuration Debt

Apr 14

Awadelrahman M. A. Ahmed

Detecting Fraud Using the AWS Neptune: An Insurance Industry Example

Insurance providers are tasked with identifying fraudulent claims, which can be challenging to detect when evaluating claims individually.

Mar 25

Detecting Fraud Using the AWS Neptune: An Insurance Industry Example

Mar 25

Awadelrahman M. A. Ahmed

Exploring Causal Threads: Counterfactuals, and Confounders

In this post, I would write about a question that holds immense importance in the business setting: the “What-if” question. This question…

Mar 10

Exploring Causal Threads: Counterfactuals, and Confounders

Mar 10

Awadelrahman M. A. Ahmed

Predictions vs. Decisions: Why Understanding Cause and Effect Matters in Business Decisions

Imagine a company trying to reduce how many customers leave, a challenge known as reducing customer churn. The company’s leaders are…

Feb 12

Predictions vs. Decisions: Why Understanding Cause and Effect Matters in Business Decisions

Feb 12

Awadelrahman M. A. Ahmed

Awadelrahman M. A. Ahmed

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Cloud Data & Analytics Architect | AWS Community Builder | MLflow Ambassador | PhD Fellow in Informatics https://www.linkedin.com/in/awadelrahman/

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