Machine Learning Application

Proposal Many real-world problems can be solved using machine learning models. A properly prepared dataset with a specialized machine learning algorithm can be used together to efficiently address the issue.

Your task in this homework is to find a real-world problem that you think can be solved using a machine learning algorithm. Then,

1. Write an introduction that explains the problem and why is it important to solve.

2. Find one or two machine learning solutions that are proposed for this issue in the past and write a small explanation to their methods.

3. Choose a machine learning algorithm that you think is suitable for this problem and can be used to create a model that solves the problem.

4. Write an introduction to the algorithm that you chose and explain its advantages and disadvantages over other methods.

5. Explain why you think this algorithm that you have chosen is good for solving this problem.

The report must contain at least 800 words.!!!!!!!

Bonus Task:

Find a dataset for the problem of your choice and train a model using the machine learning algorithm that you have chosen. Explain your solution and analyze the final performance for your created model. The codes should be submitted as well.