In This Chapter
Putting data science problems and data into perspective
Defining and using feature creation to your benefit
Working with arrays
Previous chapters have all been preparatory in nature. You have discovered how to perform essential data science tasks using Python. In addition, you spent time working with the various tools that Python provides to make data science tasks easier. All this information is essential, but it doesn’t help you see the big picture — where all the pieces go. This chapter shows you how to employ the techniques you discovered in previous chapters to solve real data science problems.
The chapter begins by looking at the aspects you normally have to consider when trying to solve a data science problem. ...