Abdelrahman Tarek's repositories
Data-Structure
Implementation of the DataStructure algorithms from Scratch in C
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
Optimization
This repository includes implementation of the basic optimization algorithms (Batch-Mini-stochatic)Gradient descents and NAG,Adagrad,RMSProp and Adam)
Recommendation-Systems
Building recommendation systems using various techniques.
Unsupervised-Machine-Learning
Implementing Unsupervised machine learning algorithms from scratch and using them in various applications
Building-an-Azure-Data-Warehouse-for-Bike-Share-Data-Analytics
Building an Azure Data Warehouse for Bike Share Data Analytics. Project to load data from Postgres DB in Azure into Azure Synapse.
Data-Modeling-with-Apache-Cassandra
Modeling event data to create a non-relational database and ETL pipeline for a music streaming app.
Data-Modeling-with-Postgres
Creating a Database and ETL pipeline in Postgres for a music streaming app.
Data-Warehouse-on-AWS
Building ETL pipeline that extracts data from S3, stages them in Redshift, and transform data into a set of dimensional tables for their analytics team.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Dr.-Semmelweis-and-the-Discovery-of-Handwashing
In this notebook, we're going to reanalyze the data that made Semmelweis discover the importance of handwashing. Let's start by looking at the data that made Semmelweis realize that something was wrong with the procedures at Vienna General Hospital.
e2e_ds_project
Tutorial repo for an end-to-end Data Science project