Eltina's repositories
Airbnb-Dynamic-Pricing-Optimization
[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.
Automated-Manual-Comparison
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
box-plots-for-education
Competition results for Box-plots for Education https://www.drivendata.org/competitions/4/
deploying-machine-learning-apps
Learning to productionize machine learning
digit-image-recognition-app
MNIST digit image recognition with CNN using keras with tensorflow backend. Flask app deployed with docker.
fingers-love-dancing-blogging-platform
My first attempt at building flask web app and hosting it at heroku. Not perfect, but hurray anyway!
text-clustering-app
The app cleans up free texts and applies k-means to cluster them. Deployed with docker.
Covertype_Analysis
Repo that explores various forest covertypes and houses a flask multi-class classifier
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
dynamic-prices
Dynamic pricing for selling perishable goods
example-models
Example models for Stan
flask_bootcamp
Playing Flask around, i know you also enjoy it Flask! As long as it's mutual let's have fun, shall we?
ipython-notebooks
A collection of IPython notebooks covering various topics.
python-fundamental
Part of RWID courses on Python for remote work
random-resources
Repository to upload random files to get linkable files (Images, PDF, CSS and others).
rosalind.info
python code for rosalind challenges
seamls2019
Materials from the South East Asia Machine Learning School 2019 event
taskmate-django-app
A web app that allows user to create an account and start managing their to-do list.
tensorflow-deep-learning
Learning deep learning with tensorflow
try-django-blogging-app
Learning django by creating a blogging app