My work with data was based on my background as telecom engineer. I many years of experience with conducting analysis and isgights reports, which required to analyzing a wide variety of metrics in MS Excel and visualization.
seeing the importance of data science as a powerful approach to provide analysis and insights from multiple sources besides excel sheets, which giving a whole wide of scoping and generating more in depth and efficient timely management, so I worked on improving my skills by taking Udacity Data Analysis Professional Nanodegree Program which was offered by Future Work is Digital (Egypt FWD), a Digital Egypt initiative powered by the Information Technology Industry Development Agency (ITIDA). I completed 3 projects, demonstrating my skills in python for data science, data wrangling, data visualization programmatically.