CS777 – Week 3 Homework Submission Template
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CS777 – Week 3 Homework Submission Template
Task 1 – Simple Linear Regression
● Calculate the m slope and the b intercept for the small dataset
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● Calculate the m slope and the b intercept for the large dataset
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Your output should go here. |
Task 2 – Find the Parameters using Gradient Descent
● Print out the costs and model parameters in each iteration. The maximum number of iterations is 50.
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Your output should go here. |
● Calculate the m slope and the b intercept based on your calculations
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Your output should go here. |
● Comment on how you can interpret the parameters of the model. What is the meaning of m and b in this case?
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Your comment should go here. |
Task 3 – Fit Multiple Linear Regression using Gradient Descent
● Print out the costs and model parameters in each iteration.
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Your output should go here. |
● What are m and b values based on your calculations?
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Your output should go here. |
● Comment on how you can interpret the parameters of the model. What is the meaning of mi and b in this case
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Your comment should go here. |
Spark History Output:
Task 1:
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Your screen capture should go here. |
Task 2:
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Your screen capture should go here. |
Task 3:
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Your screen capture should go here. |
2023-09-27