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1. Heart-Failure-Clustering Heart-Failure-Clustering Public

   Forked from ericmattos/Heart-Failure-Clustering

   Clustering project on a data set of patients who suffered heart failure.

   Jupyter Notebook

2. K-Means-Clustering-Heart-Disease-Dataset K-Means-Clustering-Heart-Disease-Dataset Public

   This mini-project applies K-Means clustering on a heart disease dataset to uncover hidden patterns and group patients based on medical attributes.

   Jupyter Notebook 1

3. Natural-Language-Processing_sentiment_analysis Natural-Language-Processing_sentiment_analysis Public

   NLP project to classify restaurant reviews as positive or negative using Naive Bayes and Bag of Words

   Python 1

4. Thompson-Sampling Thompson-Sampling Public

   Implements Thompson Sampling to optimize ad selections in a simulated multi-armed bandit setup. Uses Bayesian inference to outperform UCB, especially in low-data scenarios.

   Python 1

5. Naive-Bayes_social_network_analysis Naive-Bayes_social_network_analysis Public

   A Naive Bayes classifier applied to the Social Network Ads dataset to predict user purchasing behavior based on age and salary.

   Jupyter Notebook 2

6. Apriori-basket-analysis Apriori-basket-analysis Public

   Mining shopping carts for hidden product connections using Apriori algorithm for Association Rule Learning

   Python 1