Explores optimizing word embedding models, including loss function minimization and gradient descent, and introduces techniques like Fasttext and Byte Pair Encoding.
Covers the kinetic theory of gases and its application in evaporation physics, including Fick's Law of Diffusion and the Maxwell-Boltzmann distribution.