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Ankita Nambiar

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Ankita Nambiar

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Machine learning projects

Loan Interest Rate Prediction

Loan Interest Rate Prediction

Loan Interest Rate Prediction

- Conducted extensive Feature and Model Engineering in Python to predict the Loan Interest Rate. 

- Used Machine Learning Models, including Decision Tree, Random Forest, Gradient Boosting, and Linear Regression.

UFO Sighting Analysis

Loan Interest Rate Prediction

Loan Interest Rate Prediction

- Employed the Unsupervised Learning Algorithm K-Prototype, to cluster UFO sightings in Python. 

- Conducted extensive Data cleaning, Imputation methods, and Exploratory Data Analysis. 

Brooklyn Home Price Prediction

Loan Interest Rate Prediction

Brooklyn Home Price Prediction

- Utilized Multiple Linear Regression in R to predict the price of a Brooklyn home and analyze the shift in home prices in 2020 from Q3 to Q4. 

Publications

Connected Health: Opportunities and Challenges

Early Visual Neural Activity Related to Body Perception in Adolescents With Anorexia Nervosa

Early Visual Neural Activity Related to Body Perception in Adolescents With Anorexia Nervosa

Co-Authored, EEE International Conference on Big Data · Dec 11, 2017

Early Visual Neural Activity Related to Body Perception in Adolescents With Anorexia Nervosa

Early Visual Neural Activity Related to Body Perception in Adolescents With Anorexia Nervosa

Early Visual Neural Activity Related to Body Perception in Adolescents With Anorexia Nervosa

Co-Authored, ACNP 60th Annual Meeting: Poster Abstracts P1 - P275 · Dec 2, 2021

A Study of Machine Learning in Healthcare

Early Visual Neural Activity Related to Body Perception in Adolescents With Anorexia Nervosa

A Study of Machine Learning in Healthcare

Co-Authored, IEEE 41st Annual Computer Software and Applications Conference · Jul 4, 2017

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