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Rafi Pangestu's Projects

cb0494 icon cb0494

Files and materials for CCEB's Intro to Data Science and Artificial Intelligence

data-structures-algorithms-python icon 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.

earthquakes-series icon earthquakes-series

Earthquake magnitude prediction using latitude, longitude, and time series data of Indonesian earthquakes. Model was made using XGBoost. Developing the app on Streamlit

lightning icon lightning

Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.

musk-tweets icon musk-tweets

Developing NLP models and analysis of Elon Musk's tweets from 2010 up until 29 September 2022. Everything will be deployed using streamlit and heroku.

pang-gpt icon pang-gpt

a chatgpt clone built with Next 13 and MongoDB

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

wheelchair-xgboost icon wheelchair-xgboost

Wheelchair accessibility prediciton using XGBoost (DataCamp Professional Data Scientist capstone)

ztm-ds-and-algo-python icon ztm-ds-and-algo-python

Contains all the code samples from the Zero to Mastery : Master the Coding Interview - Data Structures + Algorithms course by Andrei Neagoie, in Python.

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