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AbdouKaled's Projects

absenteeism icon absenteeism

We develop a model that will predict the probability of an individual being excessively absent from work. Then we used Tableau to analyze three separate dependencies between the inputs of our model.

amazon_employee icon amazon_employee

Design an algorithm to accurately predict the access status to certain resources of employees.

aws-3-tier-web-app icon aws-3-tier-web-app

This template installs a highly-available, scalable Nginx webservers using a multi-az Amazon RDS database instance for storage.

aws-serverless-data-lake icon aws-serverless-data-lake

This workshop is to build a serverless data lake architecture using Amazon Kinesis Firehose for streaming data ingestion, AWS Glue for Data Integration (ETL, Catalogue Management), Amazon S3 for data lake storage, Amazon Athena for SQL big data analytics.

car_insurance_with_aws icon car_insurance_with_aws

Get the dataset intro a S3 bucket, use AWS glue to transform the dataset, write a Lambda script to clean the dataset, query the dataset via AWS Athena then build a dashboard using AWS Quicksight.

cohort_analysis icon cohort_analysis

Cohort Analysis With Python’s Matplotlib, Seaborn, Pandas, Numpy, And Datetime.

cohort_customer_transaction icon cohort_customer_transaction

Cohort Analysis Using Python, performing time cohorts, working with pandas pivot, and creating a retention table along with visualizing it.

dynamodb-stream-data-capture icon dynamodb-stream-data-capture

Using DynamoDb Stream to capture item-level changes in the DynamoDb table, then use kinesis data stream and kinesis firehose to save the changes into a s3 bucket.

event-driven-architecture icon event-driven-architecture

Event driven Architecture with S3, SNS, SQS, and Lambda. Uses Events to decouple an application's components.

formula1_data_modeling icon formula1_data_modeling

This project involves getting different datasets, creating a data model, creating tables, creating relationships between tables, and then loading the data into Snowflake.

gakas14 icon gakas14

Config files for my GitHub profile.

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