Successfully completed training and became certified in Python, R, Machine Learning, Excel, SQL, Tableau, and SAS. Developed predictive models to forecast customer behavior and improve marketing efforts. Analyzed large data sets to identify trends and relationships. Wrote scripts to automate data extraction and analysis. I gathered data from the internet and other articles to analyze the trend of data analytics. I cleaned the data by removing duplicate data, outliers, and non-relevant data. I prepared the data for analysis by formatting the data into columns and rows. I analyzed the data by using various methods such as frequency distribution, pie chart, bar graph, and line graph. I interpreted the results of the analysis and wrote a report on it. I was able to improve my data analysis skills by completing this project.