This chapter covered a lot of ground! Don’t worry if you didn’t grasp all the details; the next chapters will help you understand how things work under the hood.
Before moving on, though, let’s test what you learned in this chapter.
load_dataset()
function in 🤗 Datasets allows you to load a dataset from which of the following locations?
from datasets import load_dataset
dataset = load_dataset("glue", "mrpc", split="train")
Which of the following commands will produce a random sample of 50 elements from dataset
?
pets_dataset
, which has a name
column that denotes the name of each pet. Which of the following approaches would allow you to filter the dataset for all pets whose names start with the letter “L”?
from datasets import load_dataset
dataset = load_dataset("allocine", streaming=True, split="train")
dataset[0]