Abdullah AlGhamdi's repositories
Data-Streaming-Nanodegree-Project_02-Evaluate-Human-Balance-with-Spark-Streaming
Design data streaming architecture and API for a real-life application called the Step Trending Electronic Data Interface (STEDI). It is a working application used to assess fall risk for seniors. When a senior takes a test, they are scored using an index which reflects the likelihood of falling, and potentially sustaining an injury in the course of walking. STEDI uses a Redis datastore for risk score and other data. The Data Science team has completed a working graph for population risk at a STEDI clinic. The problem is the data is not populated yet. You will work with Kafka Connect Redis Source events and Business Events to create a Kafka topic containing anonymized risk scores of seniors in the clinic.
Data-Pipelines-with-Airflow
Schedule, automate, and monitor data pipelines using Apache Airflow. Run data quality checks, track data lineage, and work with data pipelines in production.
Data-Engineering-Nanodegree-Capstone-Project
Develop a data model designed for Online Analytical Processing (OLAP) to support queries analyzing US immigration data. In the data model, we complemented the US immigration data with US cities' demographics data (ETL'ed in a fact table) as well as dimension tables for arrival ports, countries, visa types, etc.
Full-Stack-Web-Developer-Nanodegree-Project_01-Fyyur-Artist-Booking-Site
Built out the data models and database for the fictitious startup Fy-yur artist/venue booking application. used SQLAlchemy and Postgresql to build out the data models upon which this site will rely. Raw SQL and SQLAlchemy commands were written out to run for powering the backend functionality of the website.
asteroid
The PyTorch-based audio source separation toolkit for researchers
Cloud-Data-Warehouse-with-AWS
Building an ETL pipeline that extracts their data from S3, stages them in Redshift, and transforms data into a set of dimensional tables for their analytics team to continue finding insights in what songs their users are listening to.
Data-Lake-with-Spark
In this project, an ETL pipeline is built for a data lake. The data resides in S3, in a directory of JSON logs on user activity on the app, as well as a directory with JSON metadata on the songs in the app. Data will be loaded from S3, then processed into analytics tables using Spark, and load them back into S3. This Spark process is deployed on a cluster using AWS.
Data-Streaming-Nanodegree-c2-Apache-Spark-and-Spark-Streaming-Starter
This is the starter code for both the course and the project for Data Streaming with Spark
Data-Streaming-Nanodegree-Project_01-Optimizing-Public-Transportation
Construct a streaming event pipeline around Apache Kafka and its ecosystem. Using public data from the Chicago Transit Authority, we will construct an event pipeline around Kafka that allows us to simulate and display the status of train lines in real time.
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
depth_estimation
executable demonstration of TensorFlow implementation for depth estimation
flake8-markdown
Lints Python code blocks in Markdown files using flake8
Full-Stack-Web-Developer-Nanodegree
Public repository for the Full-Stack Nanodegree program.
googletest
Googletest - Google Testing and Mocking Framework
HR-Depth-demo-package
Packaged executable demonstration of TensorFlow implementation for depth estimation
ml.school
Machine Learning School
mlflow-torchserve
Plugin for deploying MLflow models to TorchServe
PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
speechbrain
A PyTorch-based Speech Toolkit
syncnet_python
Out of time: automated lip sync in the wild
tensorflow
An Open Source Machine Learning Framework for Everyone
week1-devops
All Code and Files for Intro to DevOps Week 1 Project
yolov5_package
Yolov5 package for HSE