Question: # 2 ) In scientific and big - data applications, it's common to group a long list of data into a 'vector', such as the
# In scientific and bigdata applications, it's common to group a long list
of data into a 'vector', such as the following':
user
user
Often, we'd like to compare how similar two of these datasets are for
instance, serving advertisements to two 'similar' users; or searching a
genome for two 'similar' sequences; etc
We define cosine distance between two vectors a and as follows:
distance where is the dot product
Compute the cosine distance between user and user above.
This problem probably requires a calculator, and for this problem you may
probably should give decimal answers; also, show the intermediate
values of but you don't need to manually show the whole
summation. Make sure you input things correctly, though.
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