SGHIOURI Yahya

SGHIOURI Yahya

Data Science and Cloud computing Engineer

Blog posts

2024

2023

FBprophet forecasting with anomalies detection

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Published:

  • Facebook Prophet is a remarkable open-source forecasting tool developed by Facebook’s Data Science team. Our aim is to unravel its intricate capabilities, understand how to wield it effectively, and present a tangible real-world project as an illustration. This project will showcase how Facebook Prophet work on seasonal data with strong seasonal components and precisely with known factors affecting the data , and how to detect anomalies within the data using Isolation Forest algorithme…


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Dockerize your Dash app

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  • Understanding the architecture of a Dash app, differentiating between production and development servers, and mastering the process of containerization are crucial steps towards deploying efficient and scalable applications. By leveraging containerization with Docker and adopting best practices, you can streamline deployment and ensure consistent execution across environments..


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Setting up your SSH keys for git

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  • Setting up SSH keys for Git enhances security and streamlines collaboration with remote repositories. By generating an SSH key pair, adding the public key to your Git server, and configuring your Git client, you establish a secure connection without relying on traditional username/password authentication..


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What is PCA ?

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  • Pca stands for principal component analysis , which is an important concept in Data science, in This post i’m trying to clarify it’s concept , and show some basic implementation with python code .


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2022