# Avoid Python loops
# BAD:
result = []
for x in large_array:
    result.append(x**2)

# GOOD:
result = large_array**2

# Use built-in functions
# BAD:
total = 0
for x in large_array:
    total += x

# GOOD:
total = np.sum(large_array)