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api_wrangling

Retrieve Franfkurt Stock Exchange data using API and get statistics from it

bayesianoptimization

Predict if a flight departure is going to be delayed by 15 minutes based on the other attributes in our dataset

bcrypt_auth

authentication using bcrypt and mongoose

billtrackingproject

a web app that allows users to scan and translate Japanese bills, track monthly spending, and pay on time

blog-platform

camera-calibration

computer vision project that calibrate cameras using checkerboard and project ar img

car-platform

chest_xray

EDA on chest Xray images

clusteringstudies

Group like minded customer using K-Means and Agglomerative clustering

cosine-distance-case-study

creditcardfraud

Performed cleaning, visualization, EDA, and modelling for credit card fraud detection using industrial dataset

datascienceguidedcapstone

decisiontreecoffeecasestudy

Create Decision tree model to predict the number of customers who would buy a new coffee product. Use entropy and gini index criterion to evaluate the model

dijkstra

Implement Dijkstra's shotest path algorithm to find the cheapest flight path from a source city to all other cities

distributed-system

docker-react-node-template

drumkit

virtual drum kit

euclidian-manhattan-dist

Apply Euclidian and Manhattan distance metrics and visualize their distances on the same dataset.

express-session-authentication-starter

A basic authentication scheme with Express, MongoDB, and Passport Local Strategy

fakenewslstm

featuretools

Adapted exercise from here: https://github.com/Featuretools/predict-customer-churn/blob/master/churn/3.%20Feature%20Engineering.ipynb

fibonacci-k8s

frequentist_case_study

fuse-file-systems

Implementation a file system using FUSE in a Linux environment

go-react-chatapp

chat app using Go, React, websockets API, Rest API, Redis, S3

gradientboostingstudy

Predicting survival rate on Titanic dataset using Gradient Boosting

image-retrieval

Given a database of images and a target image, find images in the data with similar content

imagetransform

job-dashboard-copy

job-dashboard-cra