Python ml project for predicting future condos prices in Manhattan, NY

Supervised learning algorithms for Manhattan, NY condos real estate

The residential real estate market in the United States is expected to reach an annual value of $94 trillion dollars by 2024, in February 2024, the average 10282 zip-code Manhattan condo value at $2,171,085 up 8.43% over the past year. Condo real estate in Manhattan, NY are increasing.

Imagine you're investing in condo real estate in Manhattan, NY. Should you invest now or in 5 years? One way to save is by buying sooner and my supervised learning algorithms suggests that investing this month or next month could reduce the price you spend on a single family home by at least $949,387 instead of investing in 5 years.

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Baseline

Baseline

My supervised learning algorithms

My supervised learning algorithms

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As you can see above and my mathematical models computed cost savings of $949,387 could be realized for just one buyer buying in a condo home in 2024 as opposed to waiting to buy in 2029.

Discover presentation on YouTube below:

My goal is to help buyers and sellers in the real estate market in Manhattan, NY understand the economic value and prices (current and future) of owning a condo using my mathematical models and supervised machine learning algorithms.

Contact me

If you would like to contact me about my work, please refer to me below and reach out to the ML & AI Engineer, Project Lead directly.

LinkedIn

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Olu Daramola, MBA