Mastering NLP and Clustering: Find Best Courses Like a Pro
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Dive into the exciting realm of NLP and ML to identify similar courses. Master text preprocessing, vectorization with BERT, and clustering algorithms. Visualize data and recommend tailored clusters in this hands-on project.
At a Glance
In this project, you’ll dive into the exciting realm of Natural Language Processing (NLP) and Machine Learning (ML) to identify similar courses. From preprocessing text to vectorizing it with cutting-edge NLP models like BERT, you’ll master the art of preparing text for analysis. Get hands-on experience with clustering algorithms and find out the optimal number of clusters using various methods. Discover the beauty of data visualization as you plot similar courses in 2D and 3D. Finally, search and recommend clusters tailored to your specific interests – all in one project!
