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Image Classification
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Classification of CIFAR-10 dataset using Convolutional neural networks in Tensoflow.
House price prediction
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Predict the value of a given house in the Boston real estate market using various statistical analysis tools.
Finding Doners for Charity
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Develop several supervised machine learning models on preprocessed census data to predict the likelihood of donations.

Experimenting with notMNIST dataset
ImageImage source : yaroslavvb.blogspot.com
  • Logistic regression using sklearn and Tensorflow
  • Neural network with single hidden layer of ReLUs
  • Convolutional network in Tensorflow
Linear regression
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Introduction to linear regression
Logistic regression
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Introduction to logistic regression

Kalman Filters
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Using Kalman filters to track a projectile (2D)
Monte Carlo simulation
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Solve 2D Laplace equation using Monte Carlo simulation
MEMS Fabrication
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Fabrication of silicon micro flow rate sensor at BNL

Customer Segments
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Creating Customer Segments to optimize the delivery schedule