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Odunayo Onifade's Projects

anomaly-detection icon anomaly-detection

Supervised machine learning project that involves data preprocessing, built and trained LSTM Autoencoder, plotted Metrics & Evaluated the Model and finally detected Anomalies in the S&P 500 Index Data

audiobooks icon audiobooks

Audiobook future purchase machine learning project

build-your-own-x icon build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chatbot icon chatbot

Chatbot built using NLTK and Tkinter GUI

customer_segmentation icon customer_segmentation

Clustering project that visualized and explore bank credit card datasets, obtained the optimal number of clusters using the elbow method, performed customer segmentation and dimensionality reduction.

gis icon gis

Contains GIS maps and scripts

predict-products icon predict-products

Predicted products future prices (Avocado fruits) using Facebook Prophet

recommender-system icon recommender-system

Supervised machine learning project that involves data preprocessing, exploratory data analysis, dimensionality reduction and created prediction model.

scraped icon scraped

Web scraping using Beautiful soup library

sentiment-analysis icon sentiment-analysis

NLP project that involves preprocessing and cleaning text, calculated polarity scores and plotted the sentiment scores for COVID-19 tweets

time-series icon time-series

Time Series Analysis in Python with Manufacturers’ Shipments

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