imehrdadmahdavi Goto Github PK

amazon-kinesis-producer

Amazon Kinesis Producer Library

aws-ec2-vm-import

Tips of AWS

bdscan-experimentation

Some experimentation with BDSCAN clustering algorithm

chatroom-client-server

A Java application for real-time multiuser chatting

circular-doubly-linked-list

A native implementation of circular doubly linked list C

elastic-notification-scaler

Dynamically scales and balances workloads in a Kubernetes environment based on table values, utilizing a consistent hashing algorithm to ensure stable distribution across worker nodes. It effortlessly adapts to changes in table data or worker count, ensuring optimal resource allocation and efficiency.

face-recognition

A program that uses PCA, eigenfaces and SVMs machine learning techniques to recognize faces

generative-ai

gmm-clustering-experimentation

Experimenting with GMM Clustering and Clustering Validation Methods

grid-search

Using Grid Search to improve Machine Learning models

iris-hierarchical-clustering

Conduct hierarchical clustering on the classic Iris dataset

map-reduce-inverted-index

Creating an Inverted Index of words occurring in a large set of documents extracted from web pages using Hadoop MapReduce and Google Dataproc

market-research

Incorporate supervised machine learning techniques on data collected for US census to help a charity organization identify people most likely to donate to their cause

market-segmentation

Using Machine Learning unsupervised learning techniques to see if any similarities exist between customers and use those similarities to segment customers into distinct categories using various clustering techniques

markov-chain

movie-recommendation-system

A movie recommendation system which uses K-Means machine modeling to explore similarities and differences in people's tastes in movies based on how they rate different movies and learn how these ratings contribute to a movie recommendation system for users

neural-network

oci-streaming-client

A data streaming client

predicting-housing-prices

A predictive machine learning model to guess housing prices using decision tree regression with %90+ accuracy

public-apis

A collective list of free APIs for use in software and web development.

signal-separation

An unsupervised clustering techniques to understand if any similarities exist between customers and use those similarities to segment customers into distinct categories

simple-dbms

A simple database management system

simple-grep

A simple grep tool

spam-detection

A machine learning algorithm which uses Naive Bayes to create a model that classifies dataset SMS messages as spam or not spam with %95 accuracy

spring-graphql

spring-rest

A demo app on Spring Rest

street-route-planner

Using real map data and A* search to find a path between two points - implemented using C++17

titanic-survival-exploration

Machine learning models that predict survival outcomes from the 1912 Titanic disaster based on passenger’s features, such as sex and age.

traffic-controller-simulation

Simulating a traffic shaper which transmits packets controlled by a token bucket filter using POSIX multi-threaded programming

vehicle-api

A REST API to maintain vehicle data and to provide a complete view of vehicle details including price and address (obtained from two different location and pricing services).