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"This course is unlike all the others.  Although you will need information gained in the previous nine modules, the Capstone Project requires you to work on a long and difficult problem using your own initiative.  Mentors, tutors and Swiftkey employees are lacking throughout this project.\nI worked through many different R packages to generate the word prediction N-Grams because R has a tendency to run out of memory.  Many students are forced to use a cut down version of the three million lines of text because of memory issues but I managed to find the proverbially needle in the R packages haystack that allowed me to use  the entire dataset!\nI had problems \nwith publishing the presentation to RPubs - it just would not work using either RStudio or RConsole but at least I had a fall back position of placing the presentation on my own website.\n\nIt took me three attempts to complete this project, nine months (Jan-Sep 2016) and about 300 hours in total, I didn't give up so nor should you, you can do it!  And Good Luck! Hope to chat with you on the Data Science Specialism LinkedIn Group for Completers!\n<text />Finally was it worth paying for all of the certificates.  Yes, it was!"
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