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Yosra Mahallawy

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( Data analyst. Whom learned data analysis through Udacity Nanodegrees program started in July 2021 Finished the Challenger Track in a month and a half inwhich I learned * dealing and manipulating data using Excel In the Professional Track had two projects to accomplish in which I learned dealing with massive data that I could not use Excel to deal with In the first project I could: * Deal with data types and structures * Use loops and conditional statements * Use packages * Use Python functions * Use good coding practices * Solicit and handle raw user input * Use descriptive statistics to answer questions about the data and raw data is displayed upon request by the user. In the Second project I learned: *  use Jupyter notebook *  use NumPy and Pandas appropriately *  posed questions clearly *  clean the data, merging multiple files, handling missing values, etc. *  explored data from multiple angles *  Use a variety of relevant visualizations and statistical summaries *  Make Conclusions that reflected  the steps taken during the data exploration. *  summarized the main findings in relation to the question(s)     provided at the beginning of the analysis accurately. *  Find out where additional research can be done     or where additional information could be useful. Soon I am going to have my third certification from Udacity. Before that many years ago I graduated in 2002 from Tanta University, Education College English Department Worked as privite teacher for 7 years Had a professional diploma in 2009 from the same college

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