Project for Digital Signal Processing course during the fall 2024
Containerization fundamentals w/ Docker & Gradio
Exploration of MOTs on Benthic data
Improve object detection w/ an SR model
Evaluating MBARI's YOLOv5 model on TrashCAN dataset
Sync Spotify tracks w/ Strava activity
Experimenting with a SOTA pretrained model
Applying basic neural components to music genre classification
using traditional ML methods: Random Forest, SVM, & KNN
Looking into signal, FFTs, and MFCCs
Some basic datastructures, along with some more advanced ones
Basic algorithms with key points and implementations
A flexible, multitasking sequence labeler for fine-grained sentiment analysis
Data science project using gene expressions to predict symptoms, disease status, and recovery probability after placebo
An NLP project that highlights the main concepts in sentences from an online textbook
An introduction into basic machine learning using pandas and sklearn
Exploring approaches to differential privacy like randomized response and exponential mechanism
A reproducible classification model using k-nearest neighbors
An introdution to TensorFlow and TensorFlow Probability
An intro to some basic data science too in Scikit-learn
A walkthrough of the three regression types in R
An exploration of simple variable selection
Reducing 7218 variables to the first 2 dimensions
Building prediction models from binary trees in R
