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Avinash Kumar Singh's Projects

apijam icon apijam

GitHub repo for API Jam Workshop

ekart icon ekart

A online web shop allow users to upload products

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

house_rent_prediction icon house_rent_prediction

House Rent prices can be hard to understand due to the lack of information and the complexities of the real estate market. Airbnb is a platform for marketing and renting properties for shortterm stays. Airbnb listings contain a lot of information that can help predict the price associated with that list. The relationship between Airbnb listing prices and average real estate prices in the vicinity of these listings is explored. Multiple Machine Learning algorithms are considered: Linear Regression, Support Vector Machines, K-Nearest Neighbor, Decision Tree, Naive Bayes, and Stochastic Gradient Descent. Finally, each of these algorithms are ranked by effectiveness and considered both with and without real estate estimates as features.

ml-lab-programs icon ml-lab-programs

7th Semester lab programs in machine learning for Computer Science Engineering students of Visvesvaraya Technological University

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