Yang Matthew SGD114 S3 Assignement1

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Assignment for SGD114. **Objective:** To Complete SGD114 Assignment. **Instructions:** Follow the guidelines below to complete the task: 1. Read and understand the course material covered in SGD 114 lectures, notes, and textbook chapters one through five. 2. Conduct thorough research on relevant topics, including but not limited to, stochastic gradient descent, regularization techniques, and optimization algorithms. 3. Choose a specific problem or scenario related to machine learning that requires the application of SGD 114 concepts. 4. Develop a comprehensive plan outlining the steps to be taken in addressing the chosen problem, including the identification of key challenges and potential solutions. 5. Execute the plan by implementing the necessary code using Python programming language and relevant libraries. **Submission Requirements:** 1. A written report detailing the problem, proposed solution, and expected outcomes. 2. Code files containing the implementation details for the solution. 3. A presentation summarizing the key findings and recommendations. **Grading Criteria:**