$*$ no Chat gpt answers and wrong answers $*$ will report if copied from any source

Question $1$: Implement a neural network from scratch using only basic linear algebra operations, and train it using stochastic gradient descent.

Question $2$: Implement a sequence$-$to$-$sequence model for machine translation using recurrent neural networks $($RNNs$)$ or transformers.