Dina AbdelRahman's Projects
Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)
This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.
Anomaly detection for streaming time series, featuring automated model selection.
A Python toolkit for rule-based/unsupervised anomaly detection in time series
The first part of the course focus on Design Patterns and Principles
Start and end codes for the lectures of our Advanced REST APIs with Flask and Python course
Lab files for AI-102 - AI Engineer
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
KPI time-series analysis using deep neural networks
Collection of slides, repositories, papers about AIOps
An Artificial Intelligence Platform for IT Operations.
The fundamental package for AIops with python.
Amazon Kinesis Data Analytics Flink Starter Kit helps you with the development of Flink Application with Kinesis Stream as a source and Amazon S3 as a sink. This demonstrates the use of Session Window with AggregateFunction.
Example π Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using π§ Amazon SageMaker.
Japanese translation of Amazon SageMaker Examples and other original sample codes, which will be used in Amazon SageMaker hands-on workshops in Japan.
This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amazon SageMaker, Amazon Polly and the AWS IoT suite.
AWS Machine Learning Specialty Course
Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js
Anomaly detection related books, papers, videos, and toolboxes
π Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools
automated social distancing monitoring system
It's a list with popular deep learning models related to classification and segmentation problems
A collection of important graph embedding, classification and representation learning papers with implementations.
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of amazingly awesome open source sysadmin resources inspired by Awesome PHP.
A curated list of telco resources and projects