I'm from programming background. I'm now learning Analytics. I'm learning concepts from basic statistics to model building like linear regression, logistic regression, time-series analysis, etc.,As my previous experience is completely on programming, I would like to do some analysis on the data which programmer has.Say, Lets have the details below(I'm using SVN repository)personname, code check-in date, file checked-in, number of times checkedin, branch, check-in date and time, build version, Number of defects, defect date, file that has defect, build version, defect fix date, defect fix hours, (please feel free to add/remove how many ever variables needed)I Just need a trigger/ starting point on what can be done with these data. can I bring any insights with this data.or can you provide any links that has information about similar type of work done.
Can Machine Learning be applied in software developement
machine learning;predictive modeling;software development