A 22-year-old university student presents with a 2-week history of low mood, anhedonia, poor sleep, and reduced appetite with some weight loss. She feels overwhelmed by her studies and has had thoughts of 'not wanting to be here' but denies active suicidal plans. She has no past psychiatric history. What is the most appropriate initial management according to NICE guidelines for depression in adults?