Ahmed H.

Hello, i am a mechanical engineer with passion in all related subjects to data sciences. i have deep understanding in data analysis process. i can get added value from messy data and simplifying the results with attractive visualizations and dashboards. I gain my knowledge and experience during my learning journey in Udacity platform Nano degree. I solved real world problems through data analysis , dealing with real datasets. I enjoy hard challenges and get motivated to understand and solve challenging problems. I am confident in all data analysis process as below: 1- Data Gathering : - collect data through API's - web scraping using python ( scrapy, beautifulsoup, selenium) 2- Data cleaning: - Data manipulation using Pandas - Dealing with missing values - Simplify the data structure for ease analysis 3- Data analysis: - using descriptive statistics to deep dive in data and understand patterns - using inferential statistics to prove perspectives. 4- Data Visualization: - using python libraries ( matplotlib - seaborn) - connecting the findings through visualization plots