Projects
Machine learning projects applying predictive models and algorithms to identify patterns, optimize performance, and generate data-driven insights.
Artificial Neural
Network (NFL)
Built a neural network model to evaluate player performance data and support optimal team selection.
Association Rules
Mining
Applied Apriori to analyze transactional data and uncover meaningful purchase patterns.
Climate Change Forecasting
Using ARIMA Model in R
Built a forecasting model to analyze historical temperature data and predict future climate trends.
Climate Change Forecasting
Using ARIMA Model in R (II)
Built a forecasting model to analyze historical temperature data and predict future climate trends.
Household
Power Consumptionho
Applied machine learning models to analyze household energy data and predict usage patterns.
Sentiment Analysis
of Hotel Reviews
Analyzed review data using sentiment analysis to identify customer opinion trends across hotels.
Pokemon Image Classification
(CNN)
Built a convolutional neural network to classify image data using deep learning techniques.
Customer Segmentation
(Clustering)
Applied K-Means clustering to analyze retail data and identify customer segments.
CIFAR-10
Image Classification
Built and optimized a deep learning model to classify image data and benchmark performance.
Stock Price Prediction
(LTSM)
Built an LSTM model to analyze time series data and predict stock price movements.
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