Basics of Unsupervised Learning Course

What is Unsupervised Learning?

Unsupervised Learning is a machine learning technique using Python. Also known as unsupervised machine learning.

Content

• Unsupervised Learning and Deep Learning architecture. 
• K-Means and Gaussian Mixture Models
• The bag-of-words model to text conversion
• Using gensim and sklearn
• T-SNE and UMAP with PCA and ICA comparison
• Using sklearn and umap
• Supervised Learning algorithms on datasets