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1. EDA-and-Data-Visualization EDA-and-Data-Visualization Public

   Exploratory Data Analysis is performed (EDA) is performed on Haberman's Survival Dataset's characteristics and represented in visual way. The dataset contains cases from a study of survival of pati…

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2. Natural-Language-Processing Natural-Language-Processing Public

   Performed analysis on Amazon Fine Food Reviews data set, It's a classification problem on given text review to determine whether the review is +ve/-ve using various ML algorithms. Here we are perfo…

   Jupyter Notebook

3. Supervised-Learning-Models Supervised-Learning-Models Public

   Performed analysis on Amazon Fine Food Reviews data set using the algorithms Support Vector Machine (SVM), Decision Trees, Random Forest and GBDT using XGBoost library.

   Jupyter Notebook 1

4. Quora-question-pair-similarity Quora-question-pair-similarity Public

   Quora question pair similarity is a binary classification problem, for a given pair of questions we need to predict if they are duplicate or not. Metric's considered: Log-loss and Binary confusion …

   Jupyter Notebook

5. Personalized-Cancer-Diagnosis Personalized-Cancer-Diagnosis Public

   There are nine different classes a genetic mutation can be classified into => Multi class classification problem; Performance metrics considered: Multi-class log-loss and Confusion Matrix.

   Jupyter Notebook

6. Unsupervised-Learning-Models Unsupervised-Learning-Models Public

   Performed analysis on Amazon Food Reviews by applying K-Means, Agglomerative and DBSCAN Clustering on each BoW, TF-IDF, AvgW2V, TF-IDFW2V vectorizer.

   Jupyter Notebook