Contains examples of projects I've done using Python in both Udemy coursework and personally to practice my skills.
#########Project 1: Finance Project############# The objective of the project is to practice visualization and pandas skills and is not meant to be a robust financial analysis or be taken as financial advice. I'm interested in seeing how bank stocks progressed throughout the financial crisis (https://en.wikipedia.org/wiki/Financial_crisis_of_2007%E2%80%9308) all the way to early 2016.
#########Project 2: K-Nearest Neighbor########## Predict the class of an Iris plant. The classes are as follows: 1. Iris Setosa, 2. Iris Versicolour, 3. Iris Virginica
#########Project 3: Linear Regression########### Business Problem: Determine if an e-commerce company should focus their efforts / resources on the mobile app experience or their website.
#########Project 4: Logistic Regression######### Business Problem: A start-up is interested in running targeted marketing ads on facebook, so the objective was to anaylze customer behavior by predicting which customers will click on advertisements.
#########Project 5: Numpy and Pandas practice### Analyzed some 911 call data from Kaggle
#########Project 6: Support Vector Machine###### The objective of this project was to develop a model that can predict whether a customer is able to retire or not based on his/her features.
#########Project 7: Support Vector Machine###### The objective of this project was to determine if a cancer diagnosis is benign or malignant, based on several observations/features.
#########Project 8: Web Scraping with Beautiful Soup###### This was a personal project to practice web scraping using Beautiful Soup.