This repository consists solutions for a number of hackathons/projects/tutorials/course-work in Machine Learning & Deep Learning.
The repository tries to bucketise each of them separately with their respective details.
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Hackathons : Solutions of multiple Hackathons that we participated and ranked in top 3%.
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Deep Learning using Pytorch : Shows a walkthrough of using PyTorch for deeplearning.
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Tensorflow : Contains small project & kaggle course work using Tensorflow 1.X
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ML with Scikit Learn : This folder contains project done using Machine Learning only.
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Case Studies : This folder consists of case studies on various Maching Learning Problem Statements.lsdvjsb
- Spark Funds Analysis : Analysis for an investment firm to decide type & amount of investment.
- Lending Club Analysis : Analysis for financing firm to reject or aprrove loans
- Geely Auto : Analysis on Car Type & Price for new autombile company entering US market.
- Australian Housing Prices: Analysis on on houses to buy and resell to make profit in Australia
- Telecom Churn : Analysis on customer to predict chances of customer leaving the network for Telecom players.