
It is very important to make sure that your cross-validation and test set come from the same distribution as well as that they accurately reflect data that we expect to receive in the future. Only then we can be sure that the decisions we make during the learning process bring us closer to…
…ral language processing. Sometimes, however, their greatest advantage becomes a potential weakness. Lack of control over the learning process of our model may lead to overfitting - situation when our neural network is so closely fitted to the training set that it is difficult t…
Minimalism is an enjoyable lifestyle: modern consumer culture has taught us fulfillment comes in the form of new cars, gadgets, and items, but it really comes from the work we do and the experiences we have. Limiting the number of things you own makes it easier to travel, reduces costs, and frees you to focus on the important things in life (The Paradox of Choice; Drive; The Inevitable; “The Waking Up Podcast”; life)