If you’re enrolled in the CS224N NLP with Deep Learning course, you’re probably wondering about your final project. Whether you choose the default project or propose your own, it’s important to approach it strategically to ensure success. In this article, we’ll give you tips and insights on how to build a strong final project that aligns with the objectives of the course and your own interests.
Contents
Introduction: The Importance of a Final Project
The final project is a major component of the CS224N course, accounting for 50% of your grade. It’s an opportunity for you to demonstrate your understanding of the course material, apply your knowledge to real-world problems, and showcase your creativity and technical skills. A well-executed final project can leave a lasting impression and act as a springboard for future endeavors in the field of NLP and deep learning.
Finding a Research Topic: Custom vs. Default Projects
When it comes to choosing a final project, you have two options: the default project provided by the course or a custom project proposed by yourself. Let’s take a closer look at both options:
Default Project
The default project is an excellent choice if you’re new to research or unsure about what kind of project to pursue. It provides a structured framework and clear objectives, allowing you to focus on implementation and experimentation. The default project typically involves question answering or reading comprehension tasks, and you’ll be provided with starter code and datasets to get you started.
Custom Project
If you have a specific research interest or an idea for a project that aligns with NLP and deep learning, you may choose to propose a custom project. This option allows for more creative freedom and the opportunity to explore unique research questions or develop novel solutions to existing problems. However, you will need to provide a detailed project proposal outlining your research topic, goals, datasets, and methodology.
Research Paths and Project Examples
When it comes to research projects
