Summary: Appendix

Understand the fundamental mathematical structures such as scalars, vectors, matrices, and tensors along with operations like matrix multiplication and inversion. Learn probabilistic concepts including probability densities, joint and marginal probabilities, and Bayes’ rule. Discover how to visualize word embeddings using TensorBoard to deepen your grasp of NLP implementations in TensorFlow.