innovatetheexisting Goto Github PK

ai

Implemented the projects in this repo as a part of course CS 6364 at UT Dallas

big-data-management-analytics-project

Final Project for CS 6350.001 - Large Scale Data Collection and preprocessing in Spark

big_data_assignments

Usage of Apache Hadoop, Spark and Kafka.

bigdata-management-and-analytics

CS 6350 Big Data Analytics and Management (Graduate Level) Spring 2020

bigdata_hw1

brain-tumor-detection-with-deep-learning

In this project there was application of Deep Learning to detect brain tumors from MRI Scan images using Residual Network and Convoluted Neural Networks. This automatic detection of brain tumors can improve the speed and accuracy of detecting and localizing brain tumors based on MRI scans. This would drastically reduce the cost of cancer diagnosis and help in early detection of tumors without any human involvement and would essentially be a life saver. We have also compared the accuracy of results obtained by using two different models - ResNet50 and ResNet18 and used Transfer Learning to tune or freeze weights to evaluate what gives best result.There are 3929 brain MRI scans which are either positive or negative cases of brain tumor. Models were built using ResNet50 and ResNet18 and evaluated their performance in detecting positive or negative cases of brain tumors.

cl-poker-eval

Common lisp 7 card poker hand evaluation. Evaluation based on pokersource.

cs-6350-big-data

cs-6375-machine-learning

All Homeworks/Assignments/Projects for the Coursework

cs6350-big-data-management-and-analytics

Course project for Big Data Management and Analytics taught by Anurag Nagar at UT Dallas.

cs6360_project

CS6360_Project

cs6364-artificial-intelligence

cs6375-machine-learning

Implement Decision Tree, Naive Bayes, Logistic Regression, K-Means algorithm.

cyber-attack-attribution-with-machine-learning

Cyber attack attribution is the process of attempting to trace back a piece of code or malware to a perpetrator of a cyberattack. As cyber attacks have become more prevalent, cyber attack attribution becomes more valuable. The process of cyber attack attribution can be done using reverse engineering. From the metadata of the malware executable file, we can gather data such as date of creation, variable names used, and what library calls are imported. This information can be used as features for attribution analysis. We need to extract the features from malware that can be used for attribution and analyse them using some technique to attribute the attacks.

data-engineering-nanodegree

This repository holds the python files and notebooks associated with the Udacity Data Engineering Nanodegree.

degreeplanner

A Degree Planner for UTD. Default including CS master courses (both core and eligible). Use PHP and XAMPP for back-end, and JavaScript, JQuery for front-end.

encryption-project

The project “Encryption System” enables us to encrypt our plain text file into cipher text and decrypt the encrypted cipher text file into its original plain text format. It’s an implantation of the “Caesar Cipher” encryption technique.

fundamentals-of-web-development-solutions

Fundamentals of Web Development solutions (HTML, CSS, PHP, JAVASCRIPT, JQUERY)

java_stream

mastery-in-data-engineering

This is the path that I am following to be a Jedi Master into Data Engineering.

mazeapplication

Algorithm Application DFS, BFS and A*

meetkamaltoday.

naturallanguageprocessingassignments

CS 6320.003 course assignments

pacman-projects

Course projects for CS 6364

real-time-streaming-data-pipeline-and-dashboard

Building Real Time Data Pipeline using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django and Flexomonster on Docker to track status of Servers in the Data Center across the Globe.

udacity-data-engineering-capstone

Capstone Project for Udacity Data Engineering Nanodegree

udacity-data-engineering-nanodegree

Udacity's 5 Month Data Engineering Nanodegree program. This repo includes all the projects completed.

udacity-data-engineering-nanodegree-1

Udacity Data Engineering Nanodegree Projects

udacity-data-engineering-projects

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.

utd

Course Work