Projects

Monster Hunter Analysis

Analysis of monsters from the series Monster Hunter from Capcom.
Made in Jupyter Notebook using Python.

• Collected data for the project
• Figure for Distribution of monsters throughtout the series
• Figure for Distribution of monster types
• Calculated the time between base and ultimate releases
• Looked into the differences between base and ultimate releases
• Checked if directors of the series favor their own monsters

Click to See Notebook

SMS Spam Detection

Experimenting with classifiers on detecting if a SMS is spam!
Made in Jupyter Notebook using Python.

• Went step by step explained the process of creating various classifiers
• Cleaned text by removing stopping words and puncutation
• Tranformed text data into integers to use as features for the classifiers
• Used, Multinomial Naive Bays, Support Vector Machine and Linear Regression from ScikitLearn
• Created a Recurrant Nueral Network
• Evaluated performace by analyzing the classification report and heatmaps

Click to See Notebook