You can use .flatten() on the DataFrame converted to a NumPy array:
df.to_numpy().flatten()
and you can also add .tolist() if you want the result to be a Python list.
Edit
In previous versions of Pandas, the values attributed was used instead of the .to_numpy() method, as mentioned in the comments below.