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TTC delays frustrate commuters—but what if we could predict them? Our model forecasts TTC delays and alerts commuters to nearby cafes, restaurants, and shops, turning wait time into opportunity.
Tired of TTC delays? Discover the insights to make every ride smoother!
Finding affordable housing in Toronto is tough. So, we created the T-PPP web app (an ML based model) to forecast housing prices based on key property features to help out.
Why am I late? How am I late? When will I be late? Advanced TTC predictive modelling and analytics.
Anticipate future TTC delays with an interactive web model. Prediction data formed from neural network model trained from TTC datasets from 2021-2024.
real estate price
A data-driven analysis on the Toronto's real estate market
What is the ultimate factor that drives the real estate market? Well obviously how safe we are in our homes and neighbourhoods is vital for long term living and investments of real estate.
Predict delays. Plan smarter. Travel stress-free.
Data-driven real estate valuations
How do the prices change depending on features? This model will attempt to answer this question
Using data analytics to predict real estate prices empowering investors, realtors, and buyers to make data-driven decisions
To better understand delays and improve subway line service, our project analyzes the unique relationship between delay times, stations, and days to understand and predict subway line movements.
#real estate #xgboost #machinelearning
Toronto Housing Market Insights
In this project, we aim to investigate past Toronto Transit Commission (TTC) buses, streetcars, and subway lines to predict future occurrences of delays.
Get a price prediction of the condos you want before you even said a word to any realtor. We use machine learning from a dataset made out of thousands of condo listings to give you an accurate fix.
thanks
Predicting TTC delays for a smoother, more reliable commute.
It's time to train! Not to wait for the train. Tap into next-gen ML to convert raw transit data into real-time, actionable info that keeps your network moving.
TTC is no stranger to subway delays, high frequency and unexpected wait times is a recipe for frustration. TTC Above or Below help users manage expectations by providing insights in delay wait times.
Using data science to reveal the msot affordable housing for students
Data-Driven Real Estate Insights for Smarter Investments
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