Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Solve the following set of problems using Python and submit the code file with extension . ipynb 1 . Read Sensor readings, with temperature, light,
Solve the following set of problems using Python and submit the code file
with extension ipynb
Read Sensor readings, with temperature, light, humidity every minutes at
locations trial to and print the feature name with numbers of missing
entries.
Fill in the missing entries. For filling any feature, you can use either the mean or
median value of the feature values from observed entries. Explain the reason behind
your choice and print replacement value of each feature.
Use a histogram to show the distribution of the variable location Explain the
distribution and show how many locations are there in total.
Encode the categorical variable location using an appropriate encoding approach and display the encoded values. Justify your selection of encoding approaches.
Apply the minmax scaling on features boardtype boardid tempmax, tempmin, tempavg,lightmax, lightmin,lightavg, humiditymin, humiditymax,
humidityavg Plot distribution of first six features before and after scaling. Is there any difference? Please explain Kindly share the code,output and explanation on the jupyter note file.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started