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courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

credit-card-defaulters---pca-and-random-forest icon credit-card-defaulters---pca-and-random-forest

• Used Principal Component Analysis and Random-forest to find the credit card defaulters with 3% increased accuracy using a prior. • Cleaned the data and did the Exploratory Analysis. • Did feature engineering from the EDA done and added a new custom prior feature to improve the performance. • Used PCA to remove the irrelevant features • Applied the Random Forest Algorithm to decide whether a customer can be a defaulter soon.

robotics_aerial-robotics icon robotics_aerial-robotics

This repository contains notes and assignment for the University of Pennsylvania/Coursera in the Robotics Specialization: Aerial Robotics. If you are student in this course, please do not plagiarize this work as it violates the Honor Code.

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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