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Projects in Awesome Lists by tiarmdhnt
A curated list of projects in awesome lists by tiarmdhnt .
https://github.com/tiarmdhnt/song-popularity-prediction
Predicting Song Popularity Using Neural Networks with Backpropagation Algorithm Based on Audio Features
backpropagation classification data-cleaning data-visualisation machine-learning neural-networks one-hot-encoding python sigmoid spotify-data stream-data tanh
Last synced: 06 Jan 2025
https://github.com/tiarmdhnt/titanic-classification-pipeline
This repository implements a classification pipeline for the Titanic dataset using Apache Spark. It covers ETL, data preprocessing, and machine learning model building with algorithms like Logistic Regression, Decision Tree, Random Forest, and Gradient-Boosted Tree. Results're presented through visualizations to support data-driven insights.
apache-spark big-data decision-tree etl-pipeline gradient-boosted-trees hdfs logistic-regression machine-learning pyspark random-forest
Last synced: 29 Dec 2024
https://github.com/tiarmdhnt/detect-botnets-in-network-traffic
Application of Deep Learning to Detect Botnets in Network Traffic Using CTU-13 Dataset
botnet-detection deep-learning machine-learning matplotlib network-security neural-networks pandas python pytorch scikit-learn seaborn tensorflow
Last synced: 26 Dec 2024