Week 8: Tensors

DATA 442/642 · Week 8

Module 4 — Tensors

Notes

• 8.1 Introduction to Tensors(slides)
• 8.2 Tensor Decomposition Algorithms(slides)
• 8.3 Tensors and Machine Learning(slides)

Additional

• Tensors(PDF)

Discussion

• A matrix is a 2-way array. What is a tensor adding?
• Why might a tensor factorization beat flattening the same data into a matrix?