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1. sentiment-analysis-leveraging-lstm sentiment-analysis-leveraging-lstm Public

   I built Sentiment Analysis models leveraging a deep learning approach utilizing the customer reviews of Amazon products. Since Long Short Term Memory Network (LSTM) is very effective in dealing wit…

   Jupyter Notebook 3

2. gpt3-language-model gpt3-language-model Public

   Presentation and Practical on a popular NLP paper - Language Models are Few-Shot Learners.

   Jupyter Notebook 1

3. diamond-price-and-carat-prediction diamond-price-and-carat-prediction Public

   I leveraged an algorithmic approach to predict the price and carat of the diamond using Machine Learning. Various regression models have been trained and their performance has been evaluated using …

   Jupyter Notebook 1 2

4. classifying-and-clustering-the-newsgroups classifying-and-clustering-the-newsgroups Public

   I leveraged an algorithmic approach for document classification and document clustering. Various models have been trained for document classification and they all have been evaluated using performa…

   Jupyter Notebook 1

5. dimensionality-reduction-on-microbiome-dataset dimensionality-reduction-on-microbiome-dataset Public

   I performed PCA and t-SNE on the microbiome dataset and visualized the data in 2D space. I also report what I learned from the PCA and t-SNE analyses.

   Jupyter Notebook 1

6. ensemble-methods-on-breast-cancer-data ensemble-methods-on-breast-cancer-data Public

   I applied the bagging and boosting methods using the decision tree as the base predictor on the sklearn’s breast cancer data set. I experiment with different parameters and report the results obtai…

   Jupyter Notebook