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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

comacluster

Performing statistical analysis on the Coma Cluster, and visualizing it using R

cv_review

data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

dx12framework

A Simple DirectX12 FrameWork

gameostclassifier

Soundtrack classification of several game soundtracks. Loading .mp3 files and Extracting MFCC's features. Model was developed using Keras. This project will be updated in the future using Deep Learning with Pytorch.

gedit-themes

Color themes for Gnome's default editor Gedit

hatespeech

healthdb

Health Database system. Designed using visual paradigm and implemented using Oracle Application Express

hearts-game-c

Game of Hearts in C

image-classifier-pytorch

Classifying 102 categories of flowers using PyTorch Transfer Learning

ipc-project

IPC-Project

machine-learning

Content for Udacity's Machine Learning curriculum

male_or_female_nlp

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

opencv

Open Source Computer Vision Library

opencv-course

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.

plagiarism-model

portfolio

py

Repository to store sample python programs for python learning

review_sentiment_analysis

soft_engine

Game Engine using SDK2

stat355-project

testing-delete

unsupervised-clustering-segments

Identifying customer segments hidden in the data using Unsupervised ML techniques. Key Steps: Data cleaning, Dimensionality reduction with PCA, Unsupervised clustering

wheat-object-detection

Attempting to predict bounding boxes around each wheat head in images. Model trained using PyTorch. Deployment using AWS