Deep Learning with PyTorch

PyTorch tutorials are very popular out there, but I select some good materials for becoming familiar with PyTorch.

  • Deep Learning with PyTorch (Essential Excerpts) [Eli Stevens and Luca Antiga] [PDF]

Introduction to Linear Algebra

At the moment, we have many books and articles (free and paid) about Linear Algebra. To the best of my knowledge, I present some books that can help you understand the linear algebra from novice to expert level.

  • Introduction to Linear Algebra, Fifth Edition (2016) [Gilbert Strang]
  • Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares (2018) [Stephen Boyd, Lieven Vandenberghe]
  • Linear Algebra (2013) [David Cherney, Tom Denton, Rohit Thomas, Andrew Waldron]