Learning is Evolving |Flat 25% off on all courses | Use coupon code LEARN25 During checkout |

 Enroll Now

End-to-End Project

23 / 32

End to End Proj Density Curves

  1. Generate 10000 random normally distributed numbers and plot the density curve along with the median and mean.

  2. Generate 10000 exponentially distributed numbers using np.random.exponential(size=100000) and plot the density curve along with the median and mean.

Hints: norm_data = pd.DataFrame(np.random.normal(size=100000))

skewed_data = pd.DataFrame(np.random.exponential(size=100000))

skewed_data.plot(kind="density",figsize=(10,10),xlim=(-1,5))

Please keep the plots handy to answer to answer the questions that follow.