Ques: Why are we studying mathematics in data science course?
Ans : It is because data science actually combines mathematics, statistics and computing.
- Lines represent linear equation
- Quadric equation have a square term if we draw them then they look like a parabola.
- So, if we look at quadric equation and then we will generalize to a higher power so these are what we called polynomials.
- So these are all functions which we can draw as graphs in the sense of coordinate geometry but we can analyze them in different way.
- Functions which are not polynomial they grow very fast and that are exponentials and those that grow vey slowly are logarithm.
- Graphs like a map of an airline timetable have nodes representing the points of interest and edges representing connections.
- Example is road network or an airline network, but these edges can also represent other relations.
- For example we can think of organization and the no for employs and the manager they report. So we will look at graphs.
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