Ayush Adhikari

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Monday, May 19, 2025

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CS345: Machine Learning Foundations and Practice

Introduced machine learning algorithms and tools for predictive modeling presented using case studies that inform their use in real-world applications. Utilized python, numpy, pandas, matplotlib, R, etc. for data analysis and predictions.

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This is a feature mainly used to demonstrate the use of the handwriting app built using a canvas and CNN. You can use the search bar to search the site for content or to navigate the site by typing in a word such as home, which will take you to the home page. Below the search bar is a canvas where you can draw letters. This is implemented using a digit recognition CNN. As the accuracy is around 89 percent, it might not always produce an accuracte prediction, for example between o and 0. You can use the three button next to the search bar to delete the last character, clear the search bar, and finally search the site.