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advent_of_code

airflow-tutorial

Apache Airflow tutorial

credit-card-recommender

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals

diabetes_mellitus_predict

This is the 2021 datathon challenge hosted by Women in Data Science on https://www.kaggle.com/c/widsdatathon2021/overview/datathon-phase-2-excellence-in-research-award.

employee_database_cpp

eyediseaseclass

design models and methods to predictively detect pathological images and explain the pathology sites in the image data.

flask-ml-pipeline_gcp-tutorial

minvar_invest_portfolio

This project used bitcoin, S&P500, and gold to construct an investment portfolio that aimed to minimize risk by minimizing variance.

mlop_flair_flask_deployment

nyc_open_restaurants

onlineshopperbehavior

This project is to use machine learning models to analyze online shoppers behaviors and predict purchase behavior.

ptsa_project

ptsafall2021

Probabilistic time series

sentiment_analysis_topic_model

small_business_analysis

This is a project that entry the ICES_VI student contest.

stock_prediction

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

tweet_analysis_lr

Using KNN model, this script attempts to predict whether a tweet is written by president Donald Trump or his staffs. This script is written in R.

tweet_predict_covid

The project collected COVID-related tweets from 49 cities in the United States from March 2020 to March 2021. We first predict whether a tweet was COVID-related or not even though they have certain COVID hashtag/keyword in it by building a logistic regression model. Then we analyzed the sentiment toward COVID in each city in each month, and used it along with other features to predict COVID death and COVID cases in the city of the month.

web-performance