Research a topic or example, and write a report. Some suggestions:
• You are given a 100 books, some of which are science books and some of which are sci- ence fiction
books. You want to classify the books into two classes. Describe the method- ology of how you would do
so. Note that PDF data is unstructured data. Therefore, what are the various machine learning steps or
tasks needed to perform the classification.
• Describe in details how the DBSCAN clustering algorithm works.
• Describe how you would extract features from images. Here is a Wiki link:
https : //en.wikipedia.org/wiki/F eature extraction
• Describe how convolutional neural networks (CNN) work. You may utilize the link https :
//adeshpande3.github.io/A−Beginner%27s−Guide−To−Understanding−Convolutional− N eural − N etworks/