case studyassessing risk when loaning money step the research goal step data preparation step report building step data retrieval step data exploration summary join the nosql movement introduction to nosql acidthe core principle of relational databases cap theoremthe problem with dbs on many nodes the base principles of nosql databases nosql database types case studywhat disease is that step setting the research goal steps and data retrieval and preparation step data exploration step revisiteddata preparation for disease profiling step revisiteddata exploration for disease profiling step presentation and automation summary the rise of graph databases introducing connected data and graph databases why and when should use graph database introducing neo ja graph database cyphera graph query language connected data examplea recipe recommendation engine step setting the research goal step data retrieval step data preparation step data exploration step data modeling step presentation summary text mining and text analytics text mining in the real world text mining techniques bag of words stemming and lemmatization decision tree classifier