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1. Hotspot-analysis-of-Geospatial-data Hotspot-analysis-of-Geospatial-data Public

   Built a Large Scale Distributed Data Processing system for Streaming Analytics using Hadoop Ecosystem (Apache Spark and HDFS), in Cloud for real-time spatial analytics.

   Scala 2 1

2. Image-Recognition-as-a-service-on-AWS Image-Recognition-as-a-service-on-AWS Public

   Developed an auto-scaling application that delivers Deep Learning Image Classification as a service using the IaaS model of cloud service resources to Horizontally increase the number of instances …

   JavaScript

3. ML-Supervised-Learning-Classification-and-Density-Estimation ML-Supervised-Learning-Classification-and-Density-Estimation Public

   Performed Classification and Density Estimation using Supervised Learning Algorithms by Implementing them from scratch. Algorithms implemented are - Naive Bayes and Logistic Regression

   Python

4. ML-Unsupervised-Learning-KMeans-Algorithm-Implementation ML-Unsupervised-Learning-KMeans-Algorithm-Implementation Public

   Python

5. Classification-Using-Neural-Networks-and-Deep-Learning-SVHN-Dataset Classification-Using-Neural-Networks-and-Deep-Learning-SVHN-Dataset Public

   Built a Deep Learning model of Convolution Neural Network algorithm from scratch for the Classification task on the SVHN dataset. Trained the model using SGD (Stochastic Gradient Descent) optimizer…

   Python

6. VAST-2010-Mini-Challenge-2 VAST-2010-Mini-Challenge-2 Public

   As part of the application to visualize 16 million records presented in the VAST Challenge by Visual Analytics Community, I implemented the plots Heat Map, Stacked Bar Chart, Kernel Density Estimat…

   JavaScript