Machine Learning — GATE Data Science and Artificial Intelligence (DA)
Machine Learning for GATE Data Science and Artificial Intelligence (DA): all 2 topics, with study resources and previous year questions for each.
Topics in Machine Learning
- Supervised Learning (GATE DA) — Supervised Learning: regression and classification problems, simple linear regression, multiple linear regression, ridge regression, logistic regression, k-nea…
- Unsupervised Learning (GATE DA) — Unsupervised Learning: clustering algorithms, k-means/k-medoid, hierarchical clustering, top-down, bottom-up: single-linkage, multiple-linkage, dimensionality…