Category: Artificial Intelligence

Students should build a generative large language model. Identify an application domain such as papers by Hinton. Use transfer learning i.e. retraining some parameters of a pre-trained model. As before, the recommended platform is: Python, Jupyter Notebook, Tensorflow. The grader will take into account correctness of the experiment, clarity of the code and explanation, rigor…

Students should build a generative large language model. Identify an application domain such as papers by Hinton. Use transfer learning i.e. retraining some parameters of a pre-trained model. As before, the recommended platform is: Python, Jupyter Notebook, Tensorflow. Requirements: Code must be executable execution instructions on the user machine must be provided there has been…

Write an essay about the paper in your own words. Your essay should span 5 pages, double spaced, with normal margins. Your essay should include one to two tables or figures from the article. Explain the problem that needed to be solved, the solution that was described, the implementation that was presented, and the supporting…

Explore the concepts that are the foundation to these discoveries, how they work, and any future implications behind them. Autonomous vehicles or self-driving cars are already a reality in some cities around the world. What was the reason behind this invention? What software logic and hardware are needed to allow these cars to drive without…

Write an essay about the paper in your own words. Your essay should span 5 pages, double spaced, with normal margins. Your essay should include one to two tables or figures from the article. Explain the problem that needed to be solved, the solution that was described, the implementation that was presented, and the supporting…

Students should build a classifier for a multiclass image dataset such as CIFAR-10 or TinyImageNet. Students should implement a convolutional neural network (CNN). They should use convolutional and fully connected layers rather than attention mechanisms. Students may start with any tutorial found online or in books, though they should build on that with original experimentation…

This in an intro to Al class, the code shouldn’t be complex. It is in Python, code should be basic and avoid using complex syntax. Test files are provided, it should pass all the tests in both of them, the code will be run through hidden tests so it should pass those too. Also the…

Mathematically define the Transformer. Your definition must include all variables and equations given in the paper and more (e.g., Layer Norm, ReLU, Label Smoothing, etc equations) to make the definition complete. To be complete, the definition must include all components, how they are connected and work together. Scanned hand-written notes clearly written and legible.

Mathematically define the Transformer. Your definition must include all variables and equations given in the paper and more (e.g., Layer Norm, ReLU, Label Smoothing, etc equations) to make the definition complete. To be complete, the definition must include all components, how they are connected and work together. Scanned hand-written notes clearly written and legible.

Research, Code, and Paper Submission Assignment Attached Requirement Document Requirements: Need finish the work | .doc file