TAMU Datathon 2024: The largest data science and machine learning focused hackathon in Texas. - Devpost

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Sponsor Prizes

Connections AI
Push Battle
Roni's Challenge
Rev's Riddles
Best Domain Name from GoDaddy Registry
Best Use of MATLAB
Best AI Application Built with Cloudflare
Best AI Project with Databricks Open Source
Best Use of Terraform
Best Use of Midnight
Baker Hughes' Challenge 1st Place
Capital One Challenge 1st Place
TAMIDS Challenge

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Push Battle Challenge — Push Battle Challenge

My team has submitted a push battle bot for the Push Battle Challenge for Tamu Datathon

Team — Team

We solved New York Times Connections

Stock Market Sentiment Analysis: Smarter Investment Insights — Stock Market Sentiment Analysis: Smarter Investment Insights

"Stock Market Sentiment Analysis combines technical data and real-time sentiment to predict stock trends, offering investors data-driven insights shaped by both market numbers and news sentiment."

Push Battle Agent — Push Battle Agent

A simple game agent using heuristic evaluations and alpha-beta pruning for strategic decision-making in PushBattle.

Push Battle — Push Battle

Push the Limits: This AI changes the game for ultimate Push Battle domination!

Connections AI Solver — Connections AI Solver

Used LLM to solve connections.

Financing4Food — Financing4Food

Financing4Food is an interactive quiz site where users boost financial literacy and win local business coupons, helping people learn while supporting small businesses to succeed in today’s economy.

Baker Hughes Data Sampling — Baker Hughes Data Sampling

In this project, we made a data sampling for the baker hughes data and we achieved very good coverage and matched the density peaks with the original distribution

PushBattle Original Name — PushBattle Original Name

PushBattle but better

Roni's Mac Bar Challenge — Roni's Mac Bar Challenge

A dashboard displaying correlations between temperature and ordered toppings.

Roni's Challenge Insights - TAMU Datathon 24 — Roni's Challenge Insights - TAMU Datathon 24

Our Insights into Customer Behavior at Roni's Mac Bar in College Station, TX

Stratified Sampling & Clustering for Motor Health Monitoring — Stratified Sampling & Clustering for Motor Health Monitoring

We created a 2,500-point representative dataset from 500,000 motor health entries using normalization, sampling, and KMeans clustering, capturing key conditions for effective health monitoring.

Roni's Mac Bar Sales Dashboard — Roni's Mac Bar Sales Dashboard

This project empowers a local eatery with data-driven insights on sales, peak hours, and customer preferences, helping optimize staffing, inventory, and menu decisions for smarter operations.

Heuristic-oriented Fast Point Cloud Data Downsampling — Heuristic-oriented Fast Point Cloud Data Downsampling

A solution for the Baker Hughes challenge of downsampling point cloud data, focused on speed based on heuristic approach on deterministic downsampling. Fast and runs in seconds.

Connections AI — Connections AI

Connections AI Solver is a bot that automates the gameplay of The New York Times' Connections game, using AI to group 16 words into four categories based on semantic analysis and pattern recognition.

Baker Hughes Challenge — Baker Hughes Challenge

Optimizing Electric Motor Health Monitoring with Smart Data Selection for Efficient, Resource-Conscious Machine Learning

Make It Make Cents — Make It Make Cents

A smarter savings web application for kids and teens. Learn vocabulary, save leftover cents, meet goals, and redeem personal rewards with Make It Make Cents!

Connector — Connector

We are tinder for words

Connections AI — Connections AI

Ever get stuck playing NYT Connections? Use our AI to beat it for you :)

Roni's Mac Bar — Roni's Mac Bar

Analyzing and drawing insights from Roni's Mac Bar data

Strategic Connection — Strategic Connection

Strategic Connection: AI-Powered Solution for Winning the Connections Game

Push Battle Submission — Push Battle Submission

Push Battle is a challenge to develop an intelligent agent that is able to master the art of positioning, adapting to shifting board dynamics, and anticipating their opponent’s moves.

Capital One UI/UX Design — Capital One UI/UX Design

This is a possible UI/UX design for Capital One that caters specifically to foreigners and people that don't use English as a first language!

A2C (Advantage Actor Critic) to solve board games — A2C (Advantage Actor Critic) to solve board games

Everyone has heard of Machine learning, and some have heard of reinforcement learning. I have implemented the Advantage Actor-Critic algorithm to solve the board game "Push Battle" through self play.

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