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2020-computefest

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bert-sentiment

big-data-systems

As part of course CSYE 7245 - Big Data Systems & Intelligence Analytics course, we have covered data engineering projects using on cloud platform and tools.

csye7245-spring2021-labs

CSYE7245 - Labs

dark-flat-iterm-colors

A dark flat theme for color scheme for iterm2, designed for Powerlevel9k and oh-my-zsh

diagrams

:art: Diagram as Code for prototyping cloud system architectures

image-recognition-using-cnn

The motive of this project is to identify the images from a dataset using Convolution Neural Network

info-5100-application-engineering-and-development

info-5100_application-engineer-development-final-project

info-6210-database-management-and-database-design

info-7390-advance-data-science

kaggle_bulldozer_sales_price_prediction

In this Kaggle competition, I am predicting the sale price of bulldozers sold at auctions. The evaluation metric for this competition is the RMSLE (root mean squared log error) between the actual and predicted auction prices.

machine-learning-with-r-datasets

Formatted datasets for Machine Learning With R by Brett Lantz

model-interpretability-methods

model-interpretability-shap

The project provides explanation of what SHAP is and how it can be used to interpret model. Also contains Notebook with detail on model interpretability method SHAP and code implementation on Heart disease dataset.

mongodb-learning-book

MongoDB Learning Book with an attempt to create as one source of Learning for MongoDB in Python

neurips-2020-sevir

Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"

regression-ml-models

Implementation of supervised learning regression models like KNN, Random Forest using hyperparameter tuning on titanic dataset.

workshops

A few exercises for use at events.