Data Science Resources
by Patrick Chong
Ongoing collection of resources I found helpful/that I want to refer back to as I begin my data science journey.
Tutorials #
- https://machinelearningmastery.com/ - online blog tutorials
- https://jovian.ai/
- https://paperswithcode.com/ - research papers with code
- https://www.freecodecamp.org/learn/machine-learning-with-python/
NLP #
- https://huggingface.co/
- Malay based models: https://huggingface.co/malay-huggingface/
- Malay based datasets: https://github.com/huseinzol05/malay-dataset
Keras Hyperparameter Optimisation #
Datasets (for machine learning practice) #
- https://archive.ics.uci.edu/ml/datasets.php
- https://github.com/jbrownlee/Datasets
- Consumer Complaint Database (website, zip)
Malaysian Datasets #
- https://github.com/tindakmalaysia - GeoJSON and election data
- https://github.com/syazwimazli/my-shapefile - GeoJSON data
- https://github.com/MoH-Malaysia/covid19-public / https://github.com/CITF-Malaysia/citf-public - COVID data