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Polygence's student projects span across STEM, humanities, and the arts. Final projects include research papers, websites, podcasts, and much more.

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Using Machine Learning and Quantitative techniques to analyze the Impact of Macroeconomic Indicators on Equity Market Dynamics and Financial Security prices.

Using Machine Learning and Quantitative techniques to analyze the Impact of Macroeconomic Indicators on Equity Market Dynamics and Financial Security prices.

Sushant
Sushant's Project
Jameson
with Jameson
Can audio detection improve safety of any vehicle and passengers when object detection fails?

Can audio detection improve safety of any vehicle and passengers when object detection fails?

Suyash
Suyash's Project
Akshay
with Akshay
Within the next decade, do the benefits of implementing AI and ML technologies in the agricultural industry outweigh their drawbacks?

Within the next decade, do the benefits of implementing AI and ML technologies in the agricultural industry outweigh their drawbacks?

Sashwath
Sashwath's Project
Sejal
with Sejal
The Effect of AI Development on Stock Prices

The Effect of AI Development on Stock Prices

Twisha
Twisha's Project
Andres
with Andres
NBA Free Throw Prediction

NBA Free Throw Prediction

Kunal
Kunal's Project
Ian
with Ian
What is the probability of a male tennis player winning the US Open?

What is the probability of a male tennis player winning the US Open?

Krithin
Krithin's Project
Jeff
with Jeff
Comparative Study of LSTM and T5-Flan Models for Automated Test Case Generation from Gherkin Requirements

Comparative Study of LSTM and T5-Flan Models for Automated Test Case Generation from Gherkin Requirements

Sree harshini
Sree harshini's Project
Mohith
with Mohith

Ready to start your own project?

Work 1 on 1 with an expert mentor on a project built around your passions.

Predicting Excess Bond Returns using Neural Networks

Predicting Excess Bond Returns using Neural Networks

Anjali
Anjali's Project
Arpit
with Arpit
Improving PER (Player Efficiency Rating) in Basketball through Machine Learning

Improving PER (Player Efficiency Rating) in Basketball through Machine Learning

Raghav
Raghav's Project
Christine
with Christine
The Impact of AI on the Labor Market for the Financial and Manufacturing Sector

The Impact of AI on the Labor Market for the Financial and Manufacturing Sector

Anshika
Anshika's Project
Clay
with Clay
Using Machine Learning to Classify News Articles

Using Machine Learning to Classify News Articles

Aarav
Aarav's Project
Efthimios
with Efthimios
Studying Death Rates Caused by Air Pollution

Studying Death Rates Caused by Air Pollution

Arnav
Arnav's Project
Brian
with Brian
How can self-driving technology be improved upon to make sure it can be safer for people to use?

How can self-driving technology be improved upon to make sure it can be safer for people to use?

Rithvik
Rithvik's Project
Ehab
with Ehab
Using Machine Learning to Predict Classical Composers from Audio

Using Machine Learning to Predict Classical Composers from Audio

Nishanth
Nishanth's Project
N
with Nikhil
Comparison of Classification Regions for AI Geolocation

Comparison of Classification Regions for AI Geolocation

Ishan
Ishan's Project
Vidya
with Vidya
Investigating the Efficacy of AI-Powered Innovations in Cardiovascular Healthcare

Investigating the Efficacy of AI-Powered Innovations in Cardiovascular Healthcare

Nehal
Nehal's Project
Brandon
with Brandon
artwork of a star emitting a beam of light in a cloud of green gas

Random Forest Identification of Pulsars

A
Ankhita's Project
Kristen
with Kristen
How can AI be utilized to standardize ballet teaching?

How can AI be utilized to standardize ballet teaching?

Priyanka
Priyanka's Project
Kimi
with Kimi
A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy Installations

A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy Installations

Phoenix
Phoenix's Project
Xiao
with Xiao
The Semi-Autonomous Systems’ Dangers to Humans

The Semi-Autonomous Systems’ Dangers to Humans

Shalini
Shalini's Project
Josephine
with Josephine

Ready to start your own project?

Work 1 on 1 with an expert mentor on a project built around your passions.

Random Forest Identification of PulsarsStatistical Model for Identifying Unclear and Doubtfully Restored Signs of the Indus ScriptQuantum Machine Learning for Image ClassificationOnline Simulation of Dark PatternsA Novel Supervised Deep Learning Solution to detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)Human Emotion Recognition to Recommend SongsUsing Machine Learning to Predict Classical Composers from AudioPredicting Melanoma Patient's Responses to Nivolumab Immunotherapy Using Machine Learning ModelsUsing Machine Learning to Improve Baseball SwingsThe Semi-Autonomous Systems’ Dangers to HumansHow can AI be utilized to standardize ballet teaching?Threats Detection in Aerial Objects: A Machine Learning ApproachAmerican Sign Language ReaderHow can the implementation of supervised machine learning enhance the efficiency of discovering apparel that suits individual style preferences?Improving PER (Player Efficiency Rating) in Basketball through Machine LearningDeep learning model to predict the price of a car based on an input picture.A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy InstallationsInvestigating the Efficacy of AI-Powered Innovations in Cardiovascular HealthcarePredicting Excess Bond Returns using Neural NetworksComparison of Classification Regions for AI GeolocationStudying Death Rates Caused by Air PollutionHow can self-driving technology be improved upon to make sure it can be safer for people to use?NBA Free Throw PredictionUsing Machine Learning to Classify News ArticlesThe Impact of AI on the Labor Market for the Financial and Manufacturing SectorComparative Study of LSTM and T5-Flan Models for Automated Test Case Generation from Gherkin RequirementsWhat is the probability of a male tennis player winning the US Open?The Effect of AI Development on Stock PricesWithin the next decade, do the benefits of implementing AI and ML technologies in the agricultural industry outweigh their drawbacks?Can audio detection improve safety of any vehicle and passengers when object detection fails?Using Machine Learning and Quantitative techniques to analyze the Impact of Macroeconomic Indicators on Equity Market Dynamics and Financial Security prices.