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For this project I will be exploring publicly available data from LendingClub.com. Lending Club connects people who need money (borrowers) with people who have money (investors). Hopefully, as an investor you would want to invest in people who showed a profile of having a high probability of paying you back. I creatde a model that will help pred...

In this data analysis project I pulled stock data from Yahoo, merged the data and compared only when the companies are trading. I utlized the Quandl API to asses the stocks using a performance chart and sharp ratios. R Script Microsoft and Facebook Performance Chart Tesla Daily Return

The final module of the IBM Applied Data Science Specialization course involved using all the knowledge and skills you gained to create your own data capstone project. In this project I decided to analyze neighborhoods in Toronto and I used K-Means Clustering to cluster neighborhoods based on the impact of COVID-19. I cover all phases in the da...

This year I participated in the National Undergraduate Big Data Challenge 2020 conducted by the STEM Fellowship. I put my data analysis, visualization and machine learning skills into practice to research the the correlation of the spread of COVID-19 cases in African countries and flights. I had fun working with my friends Tanyaradzwa Gozhora an...

On 15 April 1912, Titanic, the largest ship of its time, sank after hitting an iceberg in the North Atlantic Ocean. Of the 2,224 people estimated on board, only 705 survived. This study uses data analysis, feature engineering and machine learning techniques to analyze the survivability of passengers on board of the Titanic. I trained the model u...