Spark MovieLens |
A System for Movie Recommendation using a content-based, collaborative approach on the static data set.
Extended to real-time as a web portal using Flask, Apache Spark, and MLlib.
Technologies Used: Python, Apache Spark (distributes computing), Flask.
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Real-Time Smart City Map on (Kumbh) Temporal Data |
An Android app has features of maps that google maps can’t reach such as a temporal city like Kumbh.
KML(Keyhole Markup Language) is used to display geographic data collected through GPS.
It is designed for both the admin and user side where the government (admin) can add/update any protocol and the user can get instant notifications.
Technologies Used: Android Studio, Firebase Realtime Database, KML.
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Data Mining Approaches in Healthcare Operations to Improve Decisions and Activity Workflow |
The principal objective of this work is to solve two operational issues in healthcare management: predicting operational activities delay, and recognizing key work process drivers.
Technologies Used: Python, data mining.
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Image Super-Resolution using GAN |
A Generative Adversarial Network has two main Neural Networks, Generator, and Discriminator.
The Generator takes a low-resolution image as input and tries to generate a high-resolution image for that input. The Discriminator learns from
the actual training data and also the generated results of the Generator and tries to distinguish real and generated images
As the training goes the generator gets better and better at generating realistic outputs while the discriminator finds it harder and harder to
distinguish real and fake images.
Technologies Used: Python3, GAN
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