Hiale Ying teaches machine learning for beginners, covering supervised and unsupervised learning, including K-means clustering and principal component analysis (PCA). The course emphasizes practical coding in Google CoLab, using datasets to illustrate concepts like regression and classification, and encourages community engagement for corrections and learning.